{"id":889,"date":"2026-09-26T04:43:00","date_gmt":"2026-09-26T04:43:00","guid":{"rendered":"https:\/\/techgyan360.com\/blog\/?p=889"},"modified":"2026-09-26T04:49:51","modified_gmt":"2026-09-26T04:49:51","slug":"aws-ai-practitioner-aif-c01-free-practice-test","status":"publish","type":"post","link":"https:\/\/techgyan360.com\/blog\/aws-ai-practitioner-aif-c01-free-practice-test\/","title":{"rendered":"Free AWS AI Practitioner (AIF-C01) Practice Test: 65 Questions with Explanations [2026]"},"content":{"rendered":"<p>Preparing for the <strong>AWS Certified AI Practitioner (AIF-C01)<\/strong>\u00a0exam? Take this free 65-question practice test to see where you stand. It follows the official domain weightings, and every answer option comes with an explanation, so you learn from your mistakes. No signup needed.<\/p>\n\n            <div class='ays-quiz-container ays_quiz_rect_light   ays-quiz-keyboard-active' data-quest-effect='none'  data-hide-bg-image='false' id='ays-quiz-container-59'>\n                \n                \n                <div class='ays-questions-container'>\n                    \n                    \n                    \n                    <form action='' method='post' id='ays_finish_quiz_59' \n                        class='ays-quiz-form  enable_questions_result '\n                    >\n            <input type='hidden' value='list' class='answer_view_class'>\n            <input type='hidden' value='' class='ays_qm_enable_arrows'><section  style='display:none;'  class='ays_quiz_timer_container'>\n                <div class='ays-quiz-timer ' data-timer='5400'><\/div>\n                <div class='ays-quiz-after-timer  empty_after_timer_text '><\/div>\n                <hr style='height:1px;'>\n            <\/section>\n            \n            \n            <div class='step active-step'>\n                <div class='ays-abs-fs ays-start-page'>\n                    \n                    \n                    <p class='ays-fs-title'>AWS Certified AI Practitioner AIF-C01 [Practice Exams]<\/p>\n                    <div class='ays-fs-subtitle'><p data-pm-slice=\"0 0 []\">Prepare for the AWS Certified AI Practitioner (AIF-C01) exam with Practice Test 1: 65 original, scenario-based questions covering all five exam domains. Every answer option has a clear explanation, so you learn why each choice is right or wrong. Ideal for beginners and cloud professionals starting AWS AI, ML and generative AI prep. Independent practice material, not affiliated with AWS.<\/p>\n<p>AIF-C01 Practice Test 1 (65 questions). Test yourself on Amazon Bedrock, RAG, prompt engineering, Guardrails, responsible AI, MLOps and AWS security services. Includes single- and multiple-answer questions with detailed explanations for every option. Not affiliated with AWS.<\/p>\n<p>Start your AWS AI Practitioner (AIF-C01) preparation with 65 exam-style questions across AI\/ML fundamentals, generative AI, foundation models, responsible AI and security. Learn from explanations for every answer choice and find your weak domains early. Independent study material, not affiliated with AWS.<\/p>\n<\/div>\n                    <input type='hidden' name='ays_quiz_id' value='59'\/>\n                    <input type='hidden' name='ays_quiz_finish_nonce' value='1a93856389'>\n                    <input type='hidden' name='ays_quiz_curent_page_link' class='ays-quiz-curent-page-link' value='https:\/\/techgyan360.com\/blog\/wp-json\/wp\/v2\/posts\/889'\/>\n                    <input type='hidden' name='ays_quiz_questions' value='669,668,667,666,665,664,663,662,661,660,659,658,657,656,655,654,653,652,651,650,649,648,647,646,645,644,643,642,641,640,639,638,637,636,635,634,633,632,631,630,629,628,627,626,625,624,623,622,621,620,619,618,617,616,615,614,613,612,611,610,609,608,607,606,605'>\n                    \n                    \n                    <input type='button'   class='ays_next start_button action-button ays-quiz-keyboard-active' value='Start' data-enable-leave-page=\"false\" \/>\n                    \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='669' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>1 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An app lets people find photos by describing them in words, using embeddings and nearest-neighbor lookups over millions of images. Which AWS service can act as the vector database?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-669]' id='ays-answer-2071-59' value='2071'\/>\n                    <label for='ays-answer-2071-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon QuickSight\n                    <\/label>\n                    <label for='ays-answer-2071-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-669]' id='ays-answer-2072-59' value='2072'\/>\n                    <label for='ays-answer-2072-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS CloudFormation\n                    <\/label>\n                    <label for='ays-answer-2072-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-669]' id='ays-answer-2073-59' value='2073'\/>\n                    <label for='ays-answer-2073-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon OpenSearch Service\n                    <\/label>\n                    <label for='ays-answer-2073-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-669]' id='ays-answer-2074-59' value='2074'\/>\n                    <label for='ays-answer-2074-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Route 53\n                    <\/label>\n                    <label for='ays-answer-2074-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['669'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon OpenSearch Service can store vectors and run nearest-neighbor searches.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='668' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>2 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A news app compares candidate LLMs on how well they summarize articles against human-written summaries. Which metric fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-668]' id='ays-answer-2067-59' value='2067'\/>\n                    <label for='ays-answer-2067-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        BLEU\n                    <\/label>\n                    <label for='ays-answer-2067-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-668]' id='ays-answer-2068-59' value='2068'\/>\n                    <label for='ays-answer-2068-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Word error rate (WER)\n                    <\/label>\n                    <label for='ays-answer-2068-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-668]' id='ays-answer-2069-59' value='2069'\/>\n                    <label for='ays-answer-2069-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Mean squared error (MSE)\n                    <\/label>\n                    <label for='ays-answer-2069-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-668]' id='ays-answer-2070-59' value='2070'\/>\n                    <label for='ays-answer-2070-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        ROUGE\n                    <\/label>\n                    <label for='ays-answer-2070-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['668'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>ROUGE is the standard metric for summarization quality.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='667' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>3 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A supply-chain analyst must show executives how each input, such as season or price, shifts a demand model's predictions. Which visualization helps?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-667]' id='ays-answer-2063-59' value='2063'\/>\n                    <label for='ays-answer-2063-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Partial dependence plots\n                    <\/label>\n                    <label for='ays-answer-2063-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-667]' id='ays-answer-2064-59' value='2064'\/>\n                    <label for='ays-answer-2064-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Training time charts\n                    <\/label>\n                    <label for='ays-answer-2064-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-667]' id='ays-answer-2065-59' value='2065'\/>\n                    <label for='ays-answer-2065-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Model convergence tables\n                    <\/label>\n                    <label for='ays-answer-2065-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-667]' id='ays-answer-2066-59' value='2066'\/>\n                    <label for='ays-answer-2066-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Raw training data dumps\n                    <\/label>\n                    <label for='ays-answer-2066-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['667'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Partial dependence plots explain how features influence predictions.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='666' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>4 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>During fine-tuning on Amazon Bedrock, a job's loss swings wildly and fails to settle. Which hyperparameter should the team lower first?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-666]' id='ays-answer-2059-59' value='2059'\/>\n                    <label for='ays-answer-2059-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Number of training examples\n                    <\/label>\n                    <label for='ays-answer-2059-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-666]' id='ays-answer-2060-59' value='2060'\/>\n                    <label for='ays-answer-2060-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Learning rate\n                    <\/label>\n                    <label for='ays-answer-2060-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-666]' id='ays-answer-2061-59' value='2061'\/>\n                    <label for='ays-answer-2061-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Model context window\n                    <\/label>\n                    <label for='ays-answer-2061-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-666]' id='ays-answer-2062-59' value='2062'\/>\n                    <label for='ays-answer-2062-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Output length limit\n                    <\/label>\n                    <label for='ays-answer-2062-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['666'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>An unstable loss during fine-tuning is usually addressed by lowering the learning rate.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='665' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>5 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A designer's text-to-image model keeps returning generic pictures. Which prompt additions typically improve the result?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-665]' id='ays-answer-2055-59' value='2055'\/>\n                    <label for='ays-answer-2055-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A long list of loosely related keywords added at random\n                    <\/label>\n                    <label for='ays-answer-2055-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-665]' id='ays-answer-2056-59' value='2056'\/>\n                    <label for='ays-answer-2056-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Only the single word &#039;image&#039;\n                    <\/label>\n                    <label for='ays-answer-2056-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-665]' id='ays-answer-2057-59' value='2057'\/>\n                    <label for='ays-answer-2057-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Specific details about subject, style and lighting\n                    <\/label>\n                    <label for='ays-answer-2057-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-665]' id='ays-answer-2058-59' value='2058'\/>\n                    <label for='ays-answer-2058-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        The request written in all capital letters\n                    <\/label>\n                    <label for='ays-answer-2058-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['665'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Specific descriptive details guide an image model toward a better result.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='664' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>6 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Teams edit prompts frequently and need version history, side-by-side comparison and rollback. Which Amazon Bedrock capability fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-664]' id='ays-answer-2051-59' value='2051'\/>\n                    <label for='ays-answer-2051-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Model Evaluation\n                    <\/label>\n                    <label for='ays-answer-2051-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-664]' id='ays-answer-2052-59' value='2052'\/>\n                    <label for='ays-answer-2052-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Knowledge Bases\n                    <\/label>\n                    <label for='ays-answer-2052-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-664]' id='ays-answer-2053-59' value='2053'\/>\n                    <label for='ays-answer-2053-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Guardrails\n                    <\/label>\n                    <label for='ays-answer-2053-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-664]' id='ays-answer-2054-59' value='2054'\/>\n                    <label for='ays-answer-2054-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Prompt Management\n                    <\/label>\n                    <label for='ays-answer-2054-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['664'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Prompt Management is the Bedrock capability for versioning and comparing prompts.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='663' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>7 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A workflow first asks a model to extract facts from a report, then feeds those facts into a second prompt that drafts a summary. Which technique is this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-663]' id='ays-answer-2047-59' value='2047'\/>\n                    <label for='ays-answer-2047-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Prompt chaining\n                    <\/label>\n                    <label for='ays-answer-2047-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-663]' id='ays-answer-2048-59' value='2048'\/>\n                    <label for='ays-answer-2048-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Chain-of-thought prompting\n                    <\/label>\n                    <label for='ays-answer-2048-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-663]' id='ays-answer-2049-59' value='2049'\/>\n                    <label for='ays-answer-2049-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Few-shot prompting\n                    <\/label>\n                    <label for='ays-answer-2049-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-663]' id='ays-answer-2050-59' value='2050'\/>\n                    <label for='ays-answer-2050-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Zero-shot prompting\n                    <\/label>\n                    <label for='ays-answer-2050-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['663'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Feeding one prompt's output into the next is prompt chaining.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='662' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>8 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A math-help app already knows each student's grade level. Which is the least-effort way to make answers fit that level?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-662]' id='ays-answer-2043-59' value='2043'\/>\n                    <label for='ays-answer-2043-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tune a separate model for each grade\n                    <\/label>\n                    <label for='ays-answer-2043-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-662]' id='ays-answer-2044-59' value='2044'\/>\n                    <label for='ays-answer-2044-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Add the grade level to the prompt instructions\n                    <\/label>\n                    <label for='ays-answer-2044-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-662]' id='ays-answer-2045-59' value='2045'\/>\n                    <label for='ays-answer-2045-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Build a RAG pipeline of grade-specific texts\n                    <\/label>\n                    <label for='ays-answer-2045-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-662]' id='ays-answer-2046-59' value='2046'\/>\n                    <label for='ays-answer-2046-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Post-process every answer with a second model\n                    <\/label>\n                    <label for='ays-answer-2046-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['662'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Adding audience details to the prompt is the simplest way to adjust style.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='661' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>9 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Traffic to a company's customized Bedrock model is predictable and constant around the clock. Which purchasing choice keeps cost lowest?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-661]' id='ays-answer-2039-59' value='2039'\/>\n                    <label for='ays-answer-2039-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Pay on demand for each request\n                    <\/label>\n                    <label for='ays-answer-2039-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-661]' id='ays-answer-2040-59' value='2040'\/>\n                    <label for='ays-answer-2040-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Host the model on a self-managed EC2 fleet\n                    <\/label>\n                    <label for='ays-answer-2040-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-661]' id='ays-answer-2041-59' value='2041'\/>\n                    <label for='ays-answer-2041-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Purchase Provisioned Throughput for the model\n                    <\/label>\n                    <label for='ays-answer-2041-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-661]' id='ays-answer-2042-59' value='2042'\/>\n                    <label for='ays-answer-2042-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Rebuild the model inside AWS Lambda\n                    <\/label>\n                    <label for='ays-answer-2042-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['661'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Provisioned Throughput is the cost-effective option for steady, predictable traffic.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='660' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>10 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A bank's fraud alerts are reviewed by analysts, and too many alerts turn out to be legitimate. Which metric should the team improve to cut these false alarms?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-660]' id='ays-answer-2035-59' value='2035'\/>\n                    <label for='ays-answer-2035-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Recall\n                    <\/label>\n                    <label for='ays-answer-2035-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-660]' id='ays-answer-2036-59' value='2036'\/>\n                    <label for='ays-answer-2036-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Mean absolute error\n                    <\/label>\n                    <label for='ays-answer-2036-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-660]' id='ays-answer-2037-59' value='2037'\/>\n                    <label for='ays-answer-2037-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        R-squared\n                    <\/label>\n                    <label for='ays-answer-2037-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-660]' id='ays-answer-2038-59' value='2038'\/>\n                    <label for='ays-answer-2038-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Precision\n                    <\/label>\n                    <label for='ays-answer-2038-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['660'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Precision measures how many alerts are real, so improving it reduces false alarms.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='659' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>11 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company wants its model to consistently use brand-specific terminology and a fixed output format across all tasks, and it has thousands of labeled examples. Which technique fits best?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-659]' id='ays-answer-2031-59' value='2031'\/>\n                    <label for='ays-answer-2031-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tune the model on the examples\n                    <\/label>\n                    <label for='ays-answer-2031-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-659]' id='ays-answer-2032-59' value='2032'\/>\n                    <label for='ays-answer-2032-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use RAG over a large document store\n                    <\/label>\n                    <label for='ays-answer-2032-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-659]' id='ays-answer-2033-59' value='2033'\/>\n                    <label for='ays-answer-2033-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Lower the temperature setting to zero\n                    <\/label>\n                    <label for='ays-answer-2033-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-659]' id='ays-answer-2034-59' value='2034'\/>\n                    <label for='ays-answer-2034-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Increase the size of the context window\n                    <\/label>\n                    <label for='ays-answer-2034-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['659'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Fine-tuning on labeled examples is the way to bake in consistent terminology and format.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='658' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>12 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A retailer building a recommendation model wants to reduce blind spots that could disadvantage some customers. Which practice helps?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-658]' id='ays-answer-2027-59' value='2027'\/>\n                    <label for='ays-answer-2027-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use only its internal engineers for all testing\n                    <\/label>\n                    <label for='ays-answer-2027-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-658]' id='ays-answer-2028-59' value='2028'\/>\n                    <label for='ays-answer-2028-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Involve people from diverse backgrounds in testing\n                    <\/label>\n                    <label for='ays-answer-2028-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-658]' id='ays-answer-2029-59' value='2029'\/>\n                    <label for='ays-answer-2029-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Release quickly and fix issues only after complaints\n                    <\/label>\n                    <label for='ays-answer-2029-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-658]' id='ays-answer-2030-59' value='2030'\/>\n                    <label for='ays-answer-2030-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Test only on its most profitable customers\n                    <\/label>\n                    <label for='ays-answer-2030-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['658'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Including diverse people in design and testing helps reveal and reduce bias.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='657' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>13 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A team designs what goes into each model request: system rules, user history, retrieved articles and tool results. What is this discipline called?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-657]' id='ays-answer-2023-59' value='2023'\/>\n                    <label for='ays-answer-2023-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Model distillation\n                    <\/label>\n                    <label for='ays-answer-2023-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-657]' id='ays-answer-2024-59' value='2024'\/>\n                    <label for='ays-answer-2024-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Continued pre-training\n                    <\/label>\n                    <label for='ays-answer-2024-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-657]' id='ays-answer-2025-59' value='2025'\/>\n                    <label for='ays-answer-2025-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Context engineering\n                    <\/label>\n                    <label for='ays-answer-2025-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-657]' id='ays-answer-2026-59' value='2026'\/>\n                    <label for='ays-answer-2026-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hyperparameter tuning\n                    <\/label>\n                    <label for='ays-answer-2026-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['657'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Managing everything provided to a model in a request is context engineering.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='656' data-type='checkbox'>\n                    \n                    \n                    <p class='ays-question-counter animated'>14 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Which TWO content categories can Amazon Bedrock Guardrails content filters detect?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-656]' id='ays-answer-2018-59' value='2018'\/>\n                    <label for='ays-answer-2018-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Weather forecasts\n                    <\/label>\n                    <label for='ays-answer-2018-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-656]' id='ays-answer-2019-59' value='2019'\/>\n                    <label for='ays-answer-2019-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hate\n                    <\/label>\n                    <label for='ays-answer-2019-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-656]' id='ays-answer-2020-59' value='2020'\/>\n                    <label for='ays-answer-2020-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Sports scores\n                    <\/label>\n                    <label for='ays-answer-2020-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-656]' id='ays-answer-2021-59' value='2021'\/>\n                    <label for='ays-answer-2021-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Shopping\n                    <\/label>\n                    <label for='ays-answer-2021-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-656]' id='ays-answer-2022-59' value='2022'\/>\n                    <label for='ays-answer-2022-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Sexual content\n                    <\/label>\n                    <label for='ays-answer-2022-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['656'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='655' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>15 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A utility scores 20 million meter readings once every night. Which type of inference fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-655]' id='ays-answer-2014-59' value='2014'\/>\n                    <label for='ays-answer-2014-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Real-time inference\n                    <\/label>\n                    <label for='ays-answer-2014-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-655]' id='ays-answer-2015-59' value='2015'\/>\n                    <label for='ays-answer-2015-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Serverless inference\n                    <\/label>\n                    <label for='ays-answer-2015-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-655]' id='ays-answer-2016-59' value='2016'\/>\n                    <label for='ays-answer-2016-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Asynchronous inference\n                    <\/label>\n                    <label for='ays-answer-2016-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-655]' id='ays-answer-2017-59' value='2017'\/>\n                    <label for='ays-answer-2017-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Batch inference\n                    <\/label>\n                    <label for='ays-answer-2017-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['655'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Scoring a large dataset on a schedule is batch inference.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='654' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>16 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company wants only its analytics team to invoke certain Amazon Bedrock models. Which solution fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-654]' id='ays-answer-2010-59' value='2010'\/>\n                    <label for='ays-answer-2010-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use IAM policies that allow only those models for the team\n                    <\/label>\n                    <label for='ays-answer-2010-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-654]' id='ays-answer-2011-59' value='2011'\/>\n                    <label for='ays-answer-2011-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use Amazon Inspector findings to automatically block other users\n                    <\/label>\n                    <label for='ays-answer-2011-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-654]' id='ays-answer-2012-59' value='2012'\/>\n                    <label for='ays-answer-2012-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use AWS STS to issue credentials with no policy attached\n                    <\/label>\n                    <label for='ays-answer-2012-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-654]' id='ays-answer-2013-59' value='2013'\/>\n                    <label for='ays-answer-2013-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Rename the models so others cannot find them\n                    <\/label>\n                    <label for='ays-answer-2013-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['654'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>IAM policies control which identities can invoke which Bedrock models.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='653' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>17 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company piloted two models and wants to know which one better serves its goal of cutting handling time. Which evaluation approach is best?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-653]' id='ays-answer-2006-59' value='2006'\/>\n                    <label for='ays-answer-2006-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Compare how many parameters each of the models has\n                    <\/label>\n                    <label for='ays-answer-2006-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-653]' id='ays-answer-2007-59' value='2007'\/>\n                    <label for='ays-answer-2007-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Assess each model against the business use cases\n                    <\/label>\n                    <label for='ays-answer-2007-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-653]' id='ays-answer-2008-59' value='2008'\/>\n                    <label for='ays-answer-2008-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Compare only the license prices of the two models\n                    <\/label>\n                    <label for='ays-answer-2008-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-653]' id='ays-answer-2009-59' value='2009'\/>\n                    <label for='ays-answer-2009-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Choose the model with the longest context window\n                    <\/label>\n                    <label for='ays-answer-2009-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['653'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Whether a model meets business objectives is judged against the actual use cases and outcomes.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='652' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>18 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>To check a loan model for unfair treatment, a team changes only an applicant's gender in test records and compares the decisions. Which technique is this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-652]' id='ays-answer-2002-59' value='2002'\/>\n                    <label for='ays-answer-2002-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hyperparameter tuning\n                    <\/label>\n                    <label for='ays-answer-2002-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-652]' id='ays-answer-2003-59' value='2003'\/>\n                    <label for='ays-answer-2003-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Cross-validation\n                    <\/label>\n                    <label for='ays-answer-2003-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-652]' id='ays-answer-2004-59' value='2004'\/>\n                    <label for='ays-answer-2004-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Counterfactual fairness testing\n                    <\/label>\n                    <label for='ays-answer-2004-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-652]' id='ays-answer-2005-59' value='2005'\/>\n                    <label for='ays-answer-2005-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data augmentation\n                    <\/label>\n                    <label for='ays-answer-2005-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['652'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Changing only a protected attribute and comparing outcomes is counterfactual fairness testing.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='651' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>19 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A developer repeatedly rewrites instructions, adds examples and sets context to get better outputs from a model. What is this practice called?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-651]' id='ays-answer-1998-59' value='1998'\/>\n                    <label for='ays-answer-1998-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Model distillation\n                    <\/label>\n                    <label for='ays-answer-1998-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-651]' id='ays-answer-1999-59' value='1999'\/>\n                    <label for='ays-answer-1999-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data augmentation\n                    <\/label>\n                    <label for='ays-answer-1999-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-651]' id='ays-answer-2000-59' value='2000'\/>\n                    <label for='ays-answer-2000-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hyperparameter tuning\n                    <\/label>\n                    <label for='ays-answer-2000-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-651]' id='ays-answer-2001-59' value='2001'\/>\n                    <label for='ays-answer-2001-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Prompt engineering\n                    <\/label>\n                    <label for='ays-answer-2001-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['651'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Refining prompts to improve outputs is prompt engineering.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='650' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>20 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A news app's RAG assistant occasionally drifts into election commentary that the company wants to avoid. Which Amazon Bedrock Guardrails capability blocks a subject?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-650]' id='ays-answer-1994-59' value='1994'\/>\n                    <label for='ays-answer-1994-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Denied topics\n                    <\/label>\n                    <label for='ays-answer-1994-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-650]' id='ays-answer-1995-59' value='1995'\/>\n                    <label for='ays-answer-1995-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Word filters\n                    <\/label>\n                    <label for='ays-answer-1995-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-650]' id='ays-answer-1996-59' value='1996'\/>\n                    <label for='ays-answer-1996-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Sensitive information filters\n                    <\/label>\n                    <label for='ays-answer-1996-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-650]' id='ays-answer-1997-59' value='1997'\/>\n                    <label for='ays-answer-1997-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Contextual grounding check\n                    <\/label>\n                    <label for='ays-answer-1997-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['650'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Denied topics are the Guardrails capability for blocking subject areas.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='649' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>21 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A telecom wants its chatbot to sound like its best agents and has 200 excellent chat transcripts. Which approach fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-649]' id='ays-answer-1990-59' value='1990'\/>\n                    <label for='ays-answer-1990-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Start a SageMaker HyperPod pre-training job\n                    <\/label>\n                    <label for='ays-answer-1990-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-649]' id='ays-answer-1991-59' value='1991'\/>\n                    <label for='ays-answer-1991-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Create a Bedrock fine-tuning job with the transcripts\n                    <\/label>\n                    <label for='ays-answer-1991-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-649]' id='ays-answer-1992-59' value='1992'\/>\n                    <label for='ays-answer-1992-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use Amazon Personalize to write the replies\n                    <\/label>\n                    <label for='ays-answer-1992-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-649]' id='ays-answer-1993-59' value='1993'\/>\n                    <label for='ays-answer-1993-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Optimize the model with TensorRT for faster inference\n                    <\/label>\n                    <label for='ays-answer-1993-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['649'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Fine-tuning on example conversations teaches the model the desired tone.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='648' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>22 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Models turn words and concepts into lists of numbers that capture meaning. What is the term for these lists?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-648]' id='ays-answer-1986-59' value='1986'\/>\n                    <label for='ays-answer-1986-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Parameters\n                    <\/label>\n                    <label for='ays-answer-1986-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-648]' id='ays-answer-1987-59' value='1987'\/>\n                    <label for='ays-answer-1987-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Epochs\n                    <\/label>\n                    <label for='ays-answer-1987-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-648]' id='ays-answer-1988-59' value='1988'\/>\n                    <label for='ays-answer-1988-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Embeddings\n                    <\/label>\n                    <label for='ays-answer-1988-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-648]' id='ays-answer-1989-59' value='1989'\/>\n                    <label for='ays-answer-1989-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Tokens\n                    <\/label>\n                    <label for='ays-answer-1989-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['648'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Numeric vectors that capture meaning are embeddings.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='647' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>23 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A shipping company wants a Titan-based assistant to answer from its private manifests. Which solution adds this context without training?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-647]' id='ays-answer-1982-59' value='1982'\/>\n                    <label for='ays-answer-1982-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tune the model on all of the manifests\n                    <\/label>\n                    <label for='ays-answer-1982-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-647]' id='ays-answer-1983-59' value='1983'\/>\n                    <label for='ays-answer-1983-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Choose a much larger foundation model than Titan\n                    <\/label>\n                    <label for='ays-answer-1983-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-647]' id='ays-answer-1984-59' value='1984'\/>\n                    <label for='ays-answer-1984-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Reduce the model&#039;s temperature setting to zero\n                    <\/label>\n                    <label for='ays-answer-1984-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-647]' id='ays-answer-1985-59' value='1985'\/>\n                    <label for='ays-answer-1985-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Create a Bedrock knowledge base over them\n                    <\/label>\n                    <label for='ays-answer-1985-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['647'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>A Bedrock knowledge base supplies private context through retrieval without training.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='646' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>24 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A chatbot's Amazon Bedrock bill rose after developers began sending each user's full chat history with every request. Why?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-646]' id='ays-answer-1978-59' value='1978'\/>\n                    <label for='ays-answer-1978-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Charges grow with the number of tokens processed\n                    <\/label>\n                    <label for='ays-answer-1978-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-646]' id='ays-answer-1979-59' value='1979'\/>\n                    <label for='ays-answer-1979-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Charges depend on the number of users who are logged in\n                    <\/label>\n                    <label for='ays-answer-1979-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-646]' id='ays-answer-1980-59' value='1980'\/>\n                    <label for='ays-answer-1980-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Charges depend only on how many API calls are made\n                    <\/label>\n                    <label for='ays-answer-1980-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-646]' id='ays-answer-1981-59' value='1981'\/>\n                    <label for='ays-answer-1981-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Charges depend on the hours the model is switched on\n                    <\/label>\n                    <label for='ays-answer-1981-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['646'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>On-demand pricing is based on tokens, so longer prompts cost more.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='645' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>25 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company customizes models on Amazon Bedrock and wants the customization artifacts encrypted with a key it creates and controls. Which service fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-645]' id='ays-answer-1974-59' value='1974'\/>\n                    <label for='ays-answer-1974-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS Secrets Manager for credentials\n                    <\/label>\n                    <label for='ays-answer-1974-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-645]' id='ays-answer-1975-59' value='1975'\/>\n                    <label for='ays-answer-1975-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS Key Management Service\n                    <\/label>\n                    <label for='ays-answer-1975-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-645]' id='ays-answer-1976-59' value='1976'\/>\n                    <label for='ays-answer-1976-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Macie sensitive data discovery\n                    <\/label>\n                    <label for='ays-answer-1976-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-645]' id='ays-answer-1977-59' value='1977'\/>\n                    <label for='ays-answer-1977-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS Artifact compliance reports\n                    <\/label>\n                    <label for='ays-answer-1977-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['645'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>AWS KMS lets a company use a key it controls to encrypt artifacts.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='644' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>26 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A startup needs a low-cost Amazon Nova model that accepts text and images and works in multiple languages. Which model fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-644]' id='ays-answer-1970-59' value='1970'\/>\n                    <label for='ays-answer-1970-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Pro\n                    <\/label>\n                    <label for='ays-answer-1970-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-644]' id='ays-answer-1971-59' value='1971'\/>\n                    <label for='ays-answer-1971-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Canvas\n                    <\/label>\n                    <label for='ays-answer-1971-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-644]' id='ays-answer-1972-59' value='1972'\/>\n                    <label for='ays-answer-1972-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Lite\n                    <\/label>\n                    <label for='ays-answer-1972-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-644]' id='ays-answer-1973-59' value='1973'\/>\n                    <label for='ays-answer-1973-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Reel\n                    <\/label>\n                    <label for='ays-answer-1973-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['644'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Nova Lite is the low-cost multimodal, multilingual option.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='643' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>27 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A loan model trained mostly on data from urban customers performs poorly for rural applicants. Which type of bias is most likely at work?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-643]' id='ays-answer-1966-59' value='1966'\/>\n                    <label for='ays-answer-1966-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Confirmation bias\n                    <\/label>\n                    <label for='ays-answer-1966-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-643]' id='ays-answer-1967-59' value='1967'\/>\n                    <label for='ays-answer-1967-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Observer bias\n                    <\/label>\n                    <label for='ays-answer-1967-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-643]' id='ays-answer-1968-59' value='1968'\/>\n                    <label for='ays-answer-1968-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Measurement bias\n                    <\/label>\n                    <label for='ays-answer-1968-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-643]' id='ays-answer-1969-59' value='1969'\/>\n                    <label for='ays-answer-1969-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Sampling bias\n                    <\/label>\n                    <label for='ays-answer-1969-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['643'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Under-representing a group in training data is sampling bias.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='642' data-type='checkbox'>\n                    \n                    \n                    <p class='ays-question-counter animated'>28 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Which TWO practices should a team adopt when moving to MLOps?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-642]' id='ays-answer-1961-59' value='1961'\/>\n                    <label for='ays-answer-1961-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Deploy models by hand each time\n                    <\/label>\n                    <label for='ays-answer-1961-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-642]' id='ays-answer-1962-59' value='1962'\/>\n                    <label for='ays-answer-1962-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Version models and data so runs can be reproduced\n                    <\/label>\n                    <label for='ays-answer-1962-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-642]' id='ays-answer-1963-59' value='1963'\/>\n                    <label for='ays-answer-1963-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Skip monitoring after release\n                    <\/label>\n                    <label for='ays-answer-1963-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-642]' id='ays-answer-1964-59' value='1964'\/>\n                    <label for='ays-answer-1964-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Automate testing and deployment of models\n                    <\/label>\n                    <label for='ays-answer-1964-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-642]' id='ays-answer-1965-59' value='1965'\/>\n                    <label for='ays-answer-1965-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Keep no documentation of pipelines\n                    <\/label>\n                    <label for='ays-answer-1965-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['642'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='641' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>29 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A bottling plant uses cameras and AI to spot cracked bottles on its line. Which field of AI is this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-641]' id='ays-answer-1957-59' value='1957'\/>\n                    <label for='ays-answer-1957-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Computer vision\n                    <\/label>\n                    <label for='ays-answer-1957-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-641]' id='ays-answer-1958-59' value='1958'\/>\n                    <label for='ays-answer-1958-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Natural language processing\n                    <\/label>\n                    <label for='ays-answer-1958-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-641]' id='ays-answer-1959-59' value='1959'\/>\n                    <label for='ays-answer-1959-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Recommendation systems\n                    <\/label>\n                    <label for='ays-answer-1959-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-641]' id='ays-answer-1960-59' value='1960'\/>\n                    <label for='ays-answer-1960-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Speech recognition\n                    <\/label>\n                    <label for='ays-answer-1960-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['641'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Spotting defects in images is computer vision.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='640' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>30 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A bank's regulator requires that customer data used for AI stay inside a specific country. Which data governance concept addresses this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-640]' id='ays-answer-1953-59' value='1953'\/>\n                    <label for='ays-answer-1953-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data augmentation\n                    <\/label>\n                    <label for='ays-answer-1953-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-640]' id='ays-answer-1954-59' value='1954'\/>\n                    <label for='ays-answer-1954-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data residency\n                    <\/label>\n                    <label for='ays-answer-1954-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-640]' id='ays-answer-1955-59' value='1955'\/>\n                    <label for='ays-answer-1955-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data drift\n                    <\/label>\n                    <label for='ays-answer-1955-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-640]' id='ays-answer-1956-59' value='1956'\/>\n                    <label for='ays-answer-1956-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data labeling\n                    <\/label>\n                    <label for='ays-answer-1956-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['640'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Keeping data within a required geography is data residency.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='639' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>31 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A product team wants to try prompts and inference settings against several Amazon Bedrock models before writing any application code. Which capability helps?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-639]' id='ays-answer-1949-59' value='1949'\/>\n                    <label for='ays-answer-1949-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Provisioned Throughput\n                    <\/label>\n                    <label for='ays-answer-1949-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-639]' id='ays-answer-1950-59' value='1950'\/>\n                    <label for='ays-answer-1950-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS CloudTrail Lake\n                    <\/label>\n                    <label for='ays-answer-1950-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-639]' id='ays-answer-1951-59' value='1951'\/>\n                    <label for='ays-answer-1951-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        The Bedrock playground in the console\n                    <\/label>\n                    <label for='ays-answer-1951-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-639]' id='ays-answer-1952-59' value='1952'\/>\n                    <label for='ays-answer-1952-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon SageMaker Ground Truth\n                    <\/label>\n                    <label for='ays-answer-1952-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['639'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>The Bedrock playground is the no-code way to test prompts and settings.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='638' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>32 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A furniture retailer wants shoppers to search by uploading a photo or typing a phrase and get matching products. Which kind of model creates the vectors for this search?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-638]' id='ays-answer-1945-59' value='1945'\/>\n                    <label for='ays-answer-1945-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A text-only embedding model\n                    <\/label>\n                    <label for='ays-answer-1945-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-638]' id='ays-answer-1946-59' value='1946'\/>\n                    <label for='ays-answer-1946-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        An image generation model\n                    <\/label>\n                    <label for='ays-answer-1946-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-638]' id='ays-answer-1947-59' value='1947'\/>\n                    <label for='ays-answer-1947-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A speech recognition model\n                    <\/label>\n                    <label for='ays-answer-1947-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-638]' id='ays-answer-1948-59' value='1948'\/>\n                    <label for='ays-answer-1948-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A multimodal embedding model\n                    <\/label>\n                    <label for='ays-answer-1948-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['638'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>A multimodal embedding model supports search with both text and images.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='637' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>33 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An ad agency wants to generate short promotional video clips from text descriptions with a managed Amazon Bedrock model. Which Amazon Nova model fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-637]' id='ays-answer-1941-59' value='1941'\/>\n                    <label for='ays-answer-1941-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Reel\n                    <\/label>\n                    <label for='ays-answer-1941-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-637]' id='ays-answer-1942-59' value='1942'\/>\n                    <label for='ays-answer-1942-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Micro\n                    <\/label>\n                    <label for='ays-answer-1942-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-637]' id='ays-answer-1943-59' value='1943'\/>\n                    <label for='ays-answer-1943-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Pro\n                    <\/label>\n                    <label for='ays-answer-1943-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-637]' id='ays-answer-1944-59' value='1944'\/>\n                    <label for='ays-answer-1944-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Nova Canvas\n                    <\/label>\n                    <label for='ays-answer-1944-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['637'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Nova Reel is the Nova model for video generation.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='636' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>34 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An insurer has past claims labeled 'fraud' or 'legitimate' and wants a model that labels new claims. Which ML approach fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-636]' id='ays-answer-1937-59' value='1937'\/>\n                    <label for='ays-answer-1937-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Unsupervised learning\n                    <\/label>\n                    <label for='ays-answer-1937-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-636]' id='ays-answer-1938-59' value='1938'\/>\n                    <label for='ays-answer-1938-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Supervised learning\n                    <\/label>\n                    <label for='ays-answer-1938-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-636]' id='ays-answer-1939-59' value='1939'\/>\n                    <label for='ays-answer-1939-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Reinforcement learning\n                    <\/label>\n                    <label for='ays-answer-1939-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-636]' id='ays-answer-1940-59' value='1940'\/>\n                    <label for='ays-answer-1940-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Semi-supervised learning\n                    <\/label>\n                    <label for='ays-answer-1940-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['636'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>With labeled historical outcomes, supervised learning is the right approach.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='635' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>35 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Which of the following is a family of foundation models created by AWS and available through Amazon Bedrock?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-635]' id='ays-answer-1933-59' value='1933'\/>\n                    <label for='ays-answer-1933-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Lex\n                    <\/label>\n                    <label for='ays-answer-1933-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-635]' id='ays-answer-1934-59' value='1934'\/>\n                    <label for='ays-answer-1934-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Polly\n                    <\/label>\n                    <label for='ays-answer-1934-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-635]' id='ays-answer-1935-59' value='1935'\/>\n                    <label for='ays-answer-1935-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Titan\n                    <\/label>\n                    <label for='ays-answer-1935-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-635]' id='ays-answer-1936-59' value='1936'\/>\n                    <label for='ays-answer-1936-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Kendra\n                    <\/label>\n                    <label for='ays-answer-1936-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['635'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Titan is a family of AWS-created foundation models available in Amazon Bedrock.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='634' data-type='checkbox'>\n                    \n                    \n                    <p class='ays-question-counter animated'>36 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Which TWO practices generally improve the quality of a prompt?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-634]' id='ays-answer-1928-59' value='1928'\/>\n                    <label for='ays-answer-1928-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Give clear, specific instructions\n                    <\/label>\n                    <label for='ays-answer-1928-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-634]' id='ays-answer-1929-59' value='1929'\/>\n                    <label for='ays-answer-1929-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use vague wording so the model can decide\n                    <\/label>\n                    <label for='ays-answer-1929-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-634]' id='ays-answer-1930-59' value='1930'\/>\n                    <label for='ays-answer-1930-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Provide relevant context or examples\n                    <\/label>\n                    <label for='ays-answer-1930-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-634]' id='ays-answer-1931-59' value='1931'\/>\n                    <label for='ays-answer-1931-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Remove every constraint on the output\n                    <\/label>\n                    <label for='ays-answer-1931-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='checkbox' name='ays_questions[ays-question-634]' id='ays-answer-1932-59' value='1932'\/>\n                    <label for='ays-answer-1932-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Write the whole prompt as one very long sentence\n                    <\/label>\n                    <label for='ays-answer-1932-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['634'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Clear instructions plus relevant context or examples improve prompt quality.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='633' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>37 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A firm wants better answers from a model on Amazon Bedrock at the lowest possible cost. What should it try first?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-633]' id='ays-answer-1924-59' value='1924'\/>\n                    <label for='ays-answer-1924-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Pre-train a new model from scratch\n                    <\/label>\n                    <label for='ays-answer-1924-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-633]' id='ays-answer-1925-59' value='1925'\/>\n                    <label for='ays-answer-1925-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tune the model with thousands of examples\n                    <\/label>\n                    <label for='ays-answer-1925-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-633]' id='ays-answer-1926-59' value='1926'\/>\n                    <label for='ays-answer-1926-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Purchase Provisioned Throughput for the model\n                    <\/label>\n                    <label for='ays-answer-1926-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-633]' id='ays-answer-1927-59' value='1927'\/>\n                    <label for='ays-answer-1927-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Improve the prompt&#039;s instructions and context\n                    <\/label>\n                    <label for='ays-answer-1927-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['633'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Prompt engineering is the cheapest way to improve answers.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='632' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>38 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A prompt includes three sample question-and-answer pairs before the real question. What type of prompting is this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-632]' id='ays-answer-1920-59' value='1920'\/>\n                    <label for='ays-answer-1920-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Few-shot prompting\n                    <\/label>\n                    <label for='ays-answer-1920-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-632]' id='ays-answer-1921-59' value='1921'\/>\n                    <label for='ays-answer-1921-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Zero-shot prompting\n                    <\/label>\n                    <label for='ays-answer-1921-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-632]' id='ays-answer-1922-59' value='1922'\/>\n                    <label for='ays-answer-1922-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        One-shot prompting\n                    <\/label>\n                    <label for='ays-answer-1922-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-632]' id='ays-answer-1923-59' value='1923'\/>\n                    <label for='ays-answer-1923-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Prompt chaining\n                    <\/label>\n                    <label for='ays-answer-1923-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['632'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Including several examples in the prompt is few-shot prompting.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='631' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>39 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>During which foundation model lifecycle step does a team adapt a pre-trained model by training it further on a few hundred labeled examples for one job?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-631]' id='ays-answer-1916-59' value='1916'\/>\n                    <label for='ays-answer-1916-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Pre-training\n                    <\/label>\n                    <label for='ays-answer-1916-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-631]' id='ays-answer-1917-59' value='1917'\/>\n                    <label for='ays-answer-1917-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tuning\n                    <\/label>\n                    <label for='ays-answer-1917-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-631]' id='ays-answer-1918-59' value='1918'\/>\n                    <label for='ays-answer-1918-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Deployment\n                    <\/label>\n                    <label for='ays-answer-1918-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-631]' id='ays-answer-1919-59' value='1919'\/>\n                    <label for='ays-answer-1919-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data selection\n                    <\/label>\n                    <label for='ays-answer-1919-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['631'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Adapting a pre-trained model with labeled task data is fine-tuning.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='630' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>40 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An insurance company's Amazon Bedrock app runs in a VPC with no internet gateway. How can the app still reach Bedrock privately?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-630]' id='ays-answer-1912-59' value='1912'\/>\n                    <label for='ays-answer-1912-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Add an internet gateway and restrict it with security groups\n                    <\/label>\n                    <label for='ays-answer-1912-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-630]' id='ays-answer-1913-59' value='1913'\/>\n                    <label for='ays-answer-1913-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Put Amazon CloudFront in front of the Bedrock API\n                    <\/label>\n                    <label for='ays-answer-1913-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-630]' id='ays-answer-1914-59' value='1914'\/>\n                    <label for='ays-answer-1914-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Use an interface VPC endpoint powered by AWS PrivateLink\n                    <\/label>\n                    <label for='ays-answer-1914-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-630]' id='ays-answer-1915-59' value='1915'\/>\n                    <label for='ays-answer-1915-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Enable Amazon Macie on the VPC\n                    <\/label>\n                    <label for='ays-answer-1915-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['630'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>An interface VPC endpoint (AWS PrivateLink) lets a VPC reach Bedrock without internet access.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='629' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>41 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A game studio's image generator sometimes produces characters nearly identical to a rival's copyrighted characters. Which responsible AI concern does this raise?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-629]' id='ays-answer-1908-59' value='1908'\/>\n                    <label for='ays-answer-1908-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data drift\n                    <\/label>\n                    <label for='ays-answer-1908-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-629]' id='ays-answer-1909-59' value='1909'\/>\n                    <label for='ays-answer-1909-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Overfitting\n                    <\/label>\n                    <label for='ays-answer-1909-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-629]' id='ays-answer-1910-59' value='1910'\/>\n                    <label for='ays-answer-1910-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Latency\n                    <\/label>\n                    <label for='ays-answer-1910-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-629]' id='ays-answer-1911-59' value='1911'\/>\n                    <label for='ays-answer-1911-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Intellectual property infringement\n                    <\/label>\n                    <label for='ays-answer-1911-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['629'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Generated content that closely resembles copyrighted works raises intellectual property concerns.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='628' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>42 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An HR team's policy chatbot must reflect updated handbook pages within minutes, without retraining. Which approach fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-628]' id='ays-answer-1904-59' value='1904'\/>\n                    <label for='ays-answer-1904-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Retrieval Augmented Generation over the handbook\n                    <\/label>\n                    <label for='ays-answer-1904-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-628]' id='ays-answer-1905-59' value='1905'\/>\n                    <label for='ays-answer-1905-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fine-tune the model again each time a page changes\n                    <\/label>\n                    <label for='ays-answer-1905-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-628]' id='ays-answer-1906-59' value='1906'\/>\n                    <label for='ays-answer-1906-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Continue pre-training the model monthly on the handbook\n                    <\/label>\n                    <label for='ays-answer-1906-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-628]' id='ays-answer-1907-59' value='1907'\/>\n                    <label for='ays-answer-1907-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Increase the model&#039;s temperature setting to 1.0\n                    <\/label>\n                    <label for='ays-answer-1907-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['628'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>RAG keeps answers current by retrieving up-to-date documents at query time.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='627' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>43 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A bank's ML model flags loan applications it is unsure about. The bank wants human underwriters to review low-confidence predictions before decisions are sent. Which service fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-627]' id='ays-answer-1900-59' value='1900'\/>\n                    <label for='ays-answer-1900-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon SageMaker Model Monitor\n                    <\/label>\n                    <label for='ays-answer-1900-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-627]' id='ays-answer-1901-59' value='1901'\/>\n                    <label for='ays-answer-1901-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Augmented AI (Amazon A2I)\n                    <\/label>\n                    <label for='ays-answer-1901-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-627]' id='ays-answer-1902-59' value='1902'\/>\n                    <label for='ays-answer-1902-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Guardrails\n                    <\/label>\n                    <label for='ays-answer-1902-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-627]' id='ays-answer-1903-59' value='1903'\/>\n                    <label for='ays-answer-1903-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon SageMaker Clarify\n                    <\/label>\n                    <label for='ays-answer-1903-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['627'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon A2I adds human review workflows for uncertain ML predictions.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='626' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>44 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A new colleague asks what an LLM is. Which explanation is accurate?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-626]' id='ays-answer-1896-59' value='1896'\/>\n                    <label for='ays-answer-1896-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A rules engine made of thousands of hand-written grammar checks\n                    <\/label>\n                    <label for='ays-answer-1896-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-626]' id='ays-answer-1897-59' value='1897'\/>\n                    <label for='ays-answer-1897-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A database that stores and indexes large volumes of documents\n                    <\/label>\n                    <label for='ays-answer-1897-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-626]' id='ays-answer-1898-59' value='1898'\/>\n                    <label for='ays-answer-1898-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A deep learning model trained on huge text data to generate language\n                    <\/label>\n                    <label for='ays-answer-1898-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-626]' id='ays-answer-1899-59' value='1899'\/>\n                    <label for='ays-answer-1899-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A tool that only converts recorded audio into written text files\n                    <\/label>\n                    <label for='ays-answer-1899-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['626'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>A large language model is a deep learning model trained on vast text data to understand and generate language.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='625' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>45 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Auditors ask a bank to prove where each record in its ML training set came from and how it was transformed. Which practice provides this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-625]' id='ays-answer-1892-59' value='1892'\/>\n                    <label for='ays-answer-1892-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data augmentation\n                    <\/label>\n                    <label for='ays-answer-1892-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-625]' id='ays-answer-1893-59' value='1893'\/>\n                    <label for='ays-answer-1893-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Feature scaling\n                    <\/label>\n                    <label for='ays-answer-1893-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-625]' id='ays-answer-1894-59' value='1894'\/>\n                    <label for='ays-answer-1894-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hyperparameter tuning\n                    <\/label>\n                    <label for='ays-answer-1894-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-625]' id='ays-answer-1895-59' value='1895'\/>\n                    <label for='ays-answer-1895-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data lineage tracking\n                    <\/label>\n                    <label for='ays-answer-1895-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['625'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Data lineage tracking documents the source and processing history of data.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='624' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>46 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company earns an ISO certification for its AI management system. What does this show?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-624]' id='ays-answer-1888-59' value='1888'\/>\n                    <label for='ays-answer-1888-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Its AI risk and responsible-use processes meet the standard\n                    <\/label>\n                    <label for='ays-answer-1888-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-624]' id='ays-answer-1889-59' value='1889'\/>\n                    <label for='ays-answer-1889-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Every employee individually holds an ISO certification\n                    <\/label>\n                    <label for='ays-answer-1889-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-624]' id='ays-answer-1890-59' value='1890'\/>\n                    <label for='ays-answer-1890-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Each AI model it uses has been separately certified\n                    <\/label>\n                    <label for='ays-answer-1890-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-624]' id='ays-answer-1891-59' value='1891'\/>\n                    <label for='ays-answer-1891-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Its AI systems are guaranteed to be completely free of errors\n                    <\/label>\n                    <label for='ays-answer-1891-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['624'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>ISO certification shows the organization's AI management processes meet the standard.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='623' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>47 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A team compares embedding models and notices that one uses 3,072 dimensions and another 384. What is the general trade-off of using more dimensions?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-623]' id='ays-answer-1884-59' value='1884'\/>\n                    <label for='ays-answer-1884-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Fewer dimensions always give better search accuracy\n                    <\/label>\n                    <label for='ays-answer-1884-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-623]' id='ays-answer-1885-59' value='1885'\/>\n                    <label for='ays-answer-1885-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        More dimensions capture finer meaning but need more storage\n                    <\/label>\n                    <label for='ays-answer-1885-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-623]' id='ays-answer-1886-59' value='1886'\/>\n                    <label for='ays-answer-1886-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Dimensions set the maximum length of the model&#039;s answers\n                    <\/label>\n                    <label for='ays-answer-1886-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-623]' id='ays-answer-1887-59' value='1887'\/>\n                    <label for='ays-answer-1887-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Dimensions determine which languages the text is written in\n                    <\/label>\n                    <label for='ays-answer-1887-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['623'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Higher-dimensional embeddings can capture more nuance but need more storage and compute.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='622' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>48 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A game studio wants an AI opponent that improves by playing many matches and earning points for winning. Which learning approach fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-622]' id='ays-answer-1880-59' value='1880'\/>\n                    <label for='ays-answer-1880-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Supervised learning with labeled moves\n                    <\/label>\n                    <label for='ays-answer-1880-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-622]' id='ays-answer-1881-59' value='1881'\/>\n                    <label for='ays-answer-1881-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Unsupervised clustering of match logs\n                    <\/label>\n                    <label for='ays-answer-1881-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-622]' id='ays-answer-1882-59' value='1882'\/>\n                    <label for='ays-answer-1882-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Reinforcement learning\n                    <\/label>\n                    <label for='ays-answer-1882-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-622]' id='ays-answer-1883-59' value='1883'\/>\n                    <label for='ays-answer-1883-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Transfer learning from image models\n                    <\/label>\n                    <label for='ays-answer-1883-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['622'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Learning by acting and receiving rewards is reinforcement learning.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='621' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>49 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Running the same prompt three times gives three differently worded answers from an LLM. Which characteristic of generative AI does this reflect?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-621]' id='ays-answer-1876-59' value='1876'\/>\n                    <label for='ays-answer-1876-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Multimodality\n                    <\/label>\n                    <label for='ays-answer-1876-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-621]' id='ays-answer-1877-59' value='1877'\/>\n                    <label for='ays-answer-1877-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data residency\n                    <\/label>\n                    <label for='ays-answer-1877-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-621]' id='ays-answer-1878-59' value='1878'\/>\n                    <label for='ays-answer-1878-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Underfitting\n                    <\/label>\n                    <label for='ays-answer-1878-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-621]' id='ays-answer-1879-59' value='1879'\/>\n                    <label for='ays-answer-1879-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Nondeterminism\n                    <\/label>\n                    <label for='ays-answer-1879-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['621'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Different outputs for the same input reflect the nondeterminism of generative models.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='620' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>50 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A chatbot confidently cites a court case that does not exist. What is this behavior called?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-620]' id='ays-answer-1872-59' value='1872'\/>\n                    <label for='ays-answer-1872-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Hallucination\n                    <\/label>\n                    <label for='ays-answer-1872-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-620]' id='ays-answer-1873-59' value='1873'\/>\n                    <label for='ays-answer-1873-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Overfitting\n                    <\/label>\n                    <label for='ays-answer-1873-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-620]' id='ays-answer-1874-59' value='1874'\/>\n                    <label for='ays-answer-1874-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data drift\n                    <\/label>\n                    <label for='ays-answer-1874-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-620]' id='ays-answer-1875-59' value='1875'\/>\n                    <label for='ays-answer-1875-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Tokenization\n                    <\/label>\n                    <label for='ays-answer-1875-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['620'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Confidently presenting fabricated information as fact is a hallucination.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='619' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>51 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A clinic launches a chatbot that answers patient questions. It wants safeguards that block diagnoses and harmful content in model responses. Which AWS capability fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-619]' id='ays-answer-1868-59' value='1868'\/>\n                    <label for='ays-answer-1868-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Inspector\n                    <\/label>\n                    <label for='ays-answer-1868-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-619]' id='ays-answer-1869-59' value='1869'\/>\n                    <label for='ays-answer-1869-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Bedrock Guardrails\n                    <\/label>\n                    <label for='ays-answer-1869-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-619]' id='ays-answer-1870-59' value='1870'\/>\n                    <label for='ays-answer-1870-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS Trusted Advisor\n                    <\/label>\n                    <label for='ays-answer-1870-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-619]' id='ays-answer-1871-59' value='1871'\/>\n                    <label for='ays-answer-1871-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Rekognition\n                    <\/label>\n                    <label for='ays-answer-1871-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['619'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Bedrock Guardrails apply content and topic controls to generative AI applications.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='618' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>52 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Before archiving stadium camera footage, a team needs to find faces so they can be blurred. Which AWS service detects faces in video?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-618]' id='ays-answer-1864-59' value='1864'\/>\n                    <label for='ays-answer-1864-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Transcribe\n                    <\/label>\n                    <label for='ays-answer-1864-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-618]' id='ays-answer-1865-59' value='1865'\/>\n                    <label for='ays-answer-1865-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Comprehend\n                    <\/label>\n                    <label for='ays-answer-1865-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-618]' id='ays-answer-1866-59' value='1866'\/>\n                    <label for='ays-answer-1866-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Rekognition\n                    <\/label>\n                    <label for='ays-answer-1866-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-618]' id='ays-answer-1867-59' value='1867'\/>\n                    <label for='ays-answer-1867-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Textract\n                    <\/label>\n                    <label for='ays-answer-1867-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['618'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Rekognition detects faces in images and video.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='617' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>53 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>After customizing a foundation model in Amazon Bedrock, a team must supply a validation dataset. Where should the dataset be stored so Bedrock can read it?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-617]' id='ays-answer-1860-59' value='1860'\/>\n                    <label for='ays-answer-1860-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        On an Amazon EBS volume attached to one instance\n                    <\/label>\n                    <label for='ays-answer-1860-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-617]' id='ays-answer-1861-59' value='1861'\/>\n                    <label for='ays-answer-1861-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        In an Amazon EFS file system\n                    <\/label>\n                    <label for='ays-answer-1861-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-617]' id='ays-answer-1862-59' value='1862'\/>\n                    <label for='ays-answer-1862-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        On a local laptop disk\n                    <\/label>\n                    <label for='ays-answer-1862-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-617]' id='ays-answer-1863-59' value='1863'\/>\n                    <label for='ays-answer-1863-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        In an Amazon S3 bucket\n                    <\/label>\n                    <label for='ays-answer-1863-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['617'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Bedrock customization datasets are read from Amazon S3.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='616' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>54 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A restaurant chain's marketing analysts, with no coding or ML background, want to forecast weekly sales from internal and external data. Which solution fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-616]' id='ays-answer-1856-59' value='1856'\/>\n                    <label for='ays-answer-1856-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Build the forecast in SageMaker Canvas using its visual interface\n                    <\/label>\n                    <label for='ays-answer-1856-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-616]' id='ays-answer-1857-59' value='1857'\/>\n                    <label for='ays-answer-1857-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Write training scripts with SageMaker built-in algorithms in a notebook\n                    <\/label>\n                    <label for='ays-answer-1857-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-616]' id='ays-answer-1858-59' value='1858'\/>\n                    <label for='ays-answer-1858-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Prepare data in Data Wrangler and then code a custom training job\n                    <\/label>\n                    <label for='ays-answer-1858-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-616]' id='ays-answer-1859-59' value='1859'\/>\n                    <label for='ays-answer-1859-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Deploy an open source forecasting library on EC2 instances\n                    <\/label>\n                    <label for='ays-answer-1859-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['616'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>SageMaker Canvas is the no-code way for analysts to build forecasting models.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='615' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>55 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A recycling plant's model labels each conveyor image as plastic or not plastic. The team wants the overall share of images it labeled correctly. Which metric should it use?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-615]' id='ays-answer-1852-59' value='1852'\/>\n                    <label for='ays-answer-1852-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Mean squared error\n                    <\/label>\n                    <label for='ays-answer-1852-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-615]' id='ays-answer-1853-59' value='1853'\/>\n                    <label for='ays-answer-1853-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Accuracy\n                    <\/label>\n                    <label for='ays-answer-1853-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-615]' id='ays-answer-1854-59' value='1854'\/>\n                    <label for='ays-answer-1854-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Number of training epochs\n                    <\/label>\n                    <label for='ays-answer-1854-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-615]' id='ays-answer-1855-59' value='1855'\/>\n                    <label for='ays-answer-1855-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Silhouette score\n                    <\/label>\n                    <label for='ays-answer-1855-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['615'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Accuracy measures the share of predictions that are correct.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='614' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>56 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A legal department wants long court rulings condensed into short overviews for busy partners. Which generative AI capability fits?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-614]' id='ays-answer-1848-59' value='1848'\/>\n                    <label for='ays-answer-1848-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Sentiment classification\n                    <\/label>\n                    <label for='ays-answer-1848-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-614]' id='ays-answer-1849-59' value='1849'\/>\n                    <label for='ays-answer-1849-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Image generation\n                    <\/label>\n                    <label for='ays-answer-1849-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-614]' id='ays-answer-1850-59' value='1850'\/>\n                    <label for='ays-answer-1850-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Summarization\n                    <\/label>\n                    <label for='ays-answer-1850-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-614]' id='ays-answer-1851-59' value='1851'\/>\n                    <label for='ays-answer-1851-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Speech synthesis\n                    <\/label>\n                    <label for='ays-answer-1851-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['614'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Condensing long documents into their key points is summarization.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='613' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>57 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>Before launch, a security team writes deliberately hostile prompts to see whether its chatbot can be tricked, and then adds safeguards for the weaknesses it finds. Which prompting approach is this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-613]' id='ays-answer-1844-59' value='1844'\/>\n                    <label for='ays-answer-1844-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Prompt chaining\n                    <\/label>\n                    <label for='ays-answer-1844-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-613]' id='ays-answer-1845-59' value='1845'\/>\n                    <label for='ays-answer-1845-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Directional stimulus prompting\n                    <\/label>\n                    <label for='ays-answer-1845-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-613]' id='ays-answer-1846-59' value='1846'\/>\n                    <label for='ays-answer-1846-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Role prompting\n                    <\/label>\n                    <label for='ays-answer-1846-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-613]' id='ays-answer-1847-59' value='1847'\/>\n                    <label for='ays-answer-1847-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Adversarial prompting\n                    <\/label>\n                    <label for='ays-answer-1847-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['613'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Testing a system with deliberately hostile prompts to find and fix weaknesses is adversarial prompting.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='612' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>58 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A team runs an AWS Lambda function that calls Amazon Bedrock to summarize support tickets. A developer suggests putting an IAM user's long-term access keys in the function's environment variables. What is the most secure way to give the function permission to invoke the model?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-612]' id='ays-answer-1840-59' value='1840'\/>\n                    <label for='ays-answer-1840-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Attach an IAM execution role that allows only the required model invocation actions\n                    <\/label>\n                    <label for='ays-answer-1840-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-612]' id='ays-answer-1841-59' value='1841'\/>\n                    <label for='ays-answer-1841-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Save the access keys in an Amazon S3 bucket and read them when the function starts\n                    <\/label>\n                    <label for='ays-answer-1841-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-612]' id='ays-answer-1842-59' value='1842'\/>\n                    <label for='ays-answer-1842-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Attach the AdministratorAccess managed policy so that calls never fail on permissions\n                    <\/label>\n                    <label for='ays-answer-1842-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-612]' id='ays-answer-1843-59' value='1843'\/>\n                    <label for='ays-answer-1843-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Write the access keys into the function&#039;s source code before deployment\n                    <\/label>\n                    <label for='ays-answer-1843-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['612'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Applications running on AWS should use IAM roles with least-privilege policies rather than long-term access keys. Roles supply temporary credentials that rotate automatically.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='611' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>59 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A machine learning lead explains why modern large language models handle long passages better than older sequence models. Which transformer mechanism lets the model weigh how relevant every token is to every other token in the input?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-611]' id='ays-answer-1836-59' value='1836'\/>\n                    <label for='ays-answer-1836-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Convolutional filtering\n                    <\/label>\n                    <label for='ays-answer-1836-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-611]' id='ays-answer-1837-59' value='1837'\/>\n                    <label for='ays-answer-1837-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Self-attention\n                    <\/label>\n                    <label for='ays-answer-1837-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-611]' id='ays-answer-1838-59' value='1838'\/>\n                    <label for='ays-answer-1838-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Gradient boosting\n                    <\/label>\n                    <label for='ays-answer-1838-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-611]' id='ays-answer-1839-59' value='1839'\/>\n                    <label for='ays-answer-1839-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Batch normalization\n                    <\/label>\n                    <label for='ays-answer-1839-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['611'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Self-attention is the core transformer mechanism that lets a model relate every token to every other token. The other options are different techniques used elsewhere in machine learning.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='610' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>60 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A travel booking site receives hotel reviews written in many languages, and its support staff read only English. Which AWS service should the site use to translate the reviews into English?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-610]' id='ays-answer-1832-59' value='1832'\/>\n                    <label for='ays-answer-1832-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Polly\n                    <\/label>\n                    <label for='ays-answer-1832-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-610]' id='ays-answer-1833-59' value='1833'\/>\n                    <label for='ays-answer-1833-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Comprehend\n                    <\/label>\n                    <label for='ays-answer-1833-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-610]' id='ays-answer-1834-59' value='1834'\/>\n                    <label for='ays-answer-1834-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Translate\n                    <\/label>\n                    <label for='ays-answer-1834-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-610]' id='ays-answer-1835-59' value='1835'\/>\n                    <label for='ays-answer-1835-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Textract\n                    <\/label>\n                    <label for='ays-answer-1835-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['610'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Translate is the AWS service built for translating text between languages. Polly, Comprehend and Textract handle speech synthesis, text analysis and document extraction.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='609' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>61 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company wants to automatically find personally identifiable information in the Amazon S3 buckets that hold its ML training data. Which service should it use?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-609]' id='ays-answer-1828-59' value='1828'\/>\n                    <label for='ays-answer-1828-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS Key Management Service\n                    <\/label>\n                    <label for='ays-answer-1828-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-609]' id='ays-answer-1829-59' value='1829'\/>\n                    <label for='ays-answer-1829-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        AWS CloudTrail\n                    <\/label>\n                    <label for='ays-answer-1829-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-609]' id='ays-answer-1830-59' value='1830'\/>\n                    <label for='ays-answer-1830-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Inspector\n                    <\/label>\n                    <label for='ays-answer-1830-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-609]' id='ays-answer-1831-59' value='1831'\/>\n                    <label for='ays-answer-1831-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Amazon Macie\n                    <\/label>\n                    <label for='ays-answer-1831-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['609'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>Amazon Macie discovers and classifies sensitive data in Amazon S3.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='608' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>62 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>An ML team's pipelines rely on outdated libraries, undocumented scripts and quick fixes, so every change is risky. What is this accumulated burden called in MLOps?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-608]' id='ays-answer-1824-59' value='1824'\/>\n                    <label for='ays-answer-1824-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Technical debt\n                    <\/label>\n                    <label for='ays-answer-1824-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-608]' id='ays-answer-1825-59' value='1825'\/>\n                    <label for='ays-answer-1825-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Model drift\n                    <\/label>\n                    <label for='ays-answer-1825-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-608]' id='ays-answer-1826-59' value='1826'\/>\n                    <label for='ays-answer-1826-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Data lineage\n                    <\/label>\n                    <label for='ays-answer-1826-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-608]' id='ays-answer-1827-59' value='1827'\/>\n                    <label for='ays-answer-1827-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Feature engineering\n                    <\/label>\n                    <label for='ays-answer-1827-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['608'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>The accumulated cost of shortcuts, outdated dependencies and missing documentation is technical debt.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='607' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>63 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A company is drafting an AI governance framework to build trust in its AI systems. Which element belongs in it?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-607]' id='ays-answer-1820-59' value='1820'\/>\n                    <label for='ays-answer-1820-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A plan to maximize the quarterly revenue from AI products\n                    <\/label>\n                    <label for='ays-answer-1820-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-607]' id='ays-answer-1821-59' value='1821'\/>\n                    <label for='ays-answer-1821-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Policies for data, transparency, responsible use and compliance\n                    <\/label>\n                    <label for='ays-answer-1821-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-607]' id='ays-answer-1822-59' value='1822'\/>\n                    <label for='ays-answer-1822-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A schedule for rolling AI out to every single department\n                    <\/label>\n                    <label for='ays-answer-1822-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-607]' id='ays-answer-1823-59' value='1823'\/>\n                    <label for='ays-answer-1823-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A shopping list of the largest GPUs available to buy\n                    <\/label>\n                    <label for='ays-answer-1823-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['607'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>AI governance frameworks define policies for data, transparency, responsible AI and compliance.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='606' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>64 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A team trained a model that sorts leaf photos into 12 plant species. It wants a view showing, for each species, how often the model was right or confused it with another species. Which tool provides this?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-606]' id='ays-answer-1816-59' value='1816'\/>\n                    <label for='ays-answer-1816-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A correlation heat map of the pixel values\n                    <\/label>\n                    <label for='ays-answer-1816-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-606]' id='ays-answer-1817-59' value='1817'\/>\n                    <label for='ays-answer-1817-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        The R-squared value of the model\n                    <\/label>\n                    <label for='ays-answer-1817-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-606]' id='ays-answer-1818-59' value='1818'\/>\n                    <label for='ays-answer-1818-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A confusion matrix\n                    <\/label>\n                    <label for='ays-answer-1818-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-606]' id='ays-answer-1819-59' value='1819'\/>\n                    <label for='ays-answer-1819-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        A learning-rate schedule for training\n                    <\/label>\n                    <label for='ays-answer-1819-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['606'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active ' value='Prev' \/><i class=\"ays_fa ays_fa_arrow_right ays_next action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active ays_display_none\" tabindex='0'><\/i>\n                        <input type='button' name='next' class='ays_next action-button ays-quiz-keyboard-active ' value='Next' \/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>A confusion matrix summarizes a classifier's predictions per class. Accuracy, precision and recall are derived from it.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step  ' data-question-id='605' data-type='radio'>\n                    \n                    \n                    <p class='ays-question-counter animated'>65 \/ 65<\/p>\n                    <div class='ays-abs-fs'>\n                        \n                        <div class='ays_quiz_question'>\n                                <p>A travel agency's Amazon Bedrock chatbot must remember that a customer said earlier, \"I'm traveling with a toddler.\" How can the LLM use the earlier messages?<\/p>\n\n                            <\/div>\n                            \n                        <div class='ays-quiz-answers ays_list_view_container  '>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-605]' id='ays-answer-1812-59' value='1812'\/>\n                    <label for='ays-answer-1812-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Keep the messages in model invocation logs and let the model read them\n                    <\/label>\n                    <label for='ays-answer-1812-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-605]' id='ays-answer-1813-59' value='1813'\/>\n                    <label for='ays-answer-1813-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Raise the temperature so the model recalls earlier details\n                    <\/label>\n                    <label for='ays-answer-1813-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-605]' id='ays-answer-1814-59' value='1814'\/>\n                    <label for='ays-answer-1814-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Purchase Provisioned Throughput so the model remembers the chat\n                    <\/label>\n                    <label for='ays-answer-1814-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div>\n            <div class='ays-field ays_list_view_item ays-quiz-keyboard-active' tabindex='0'>\n                <input type='hidden' name='ays_answer_correct[]' value='0'\/>\n\n                <input type='radio' name='ays_questions[ays-question-605]' id='ays-answer-1815-59' value='1815'\/>\n                    <label for='ays-answer-1815-59' class='  ays_position_initial  ays-quiz-keyboard-label'>\n                        Send the earlier messages along with the new message in each prompt\n                    <\/label>\n                    <label for='ays-answer-1815-59' class='ays_answer_image ays_answer_image_class'><\/label>\n\n            <\/div><script>\n            if(typeof window.quizOptions_59 === 'undefined'){\n                window.quizOptions_59 = [];\n            }\n            window.quizOptions_59['605'] = 'W10=';<\/script><\/div>                        \n                        \n                        \n                        <div class='ays_buttons_div'><i class=\"ays_fa ays_fa_arrow_left ays_previous action-button ays-quiz-keyboard-active ays_arrow ays_display_none\" tabindex='0'><\/i>\n                            <input type='button' name='next' class='ays_previous action-button ays-quiz-keyboard-active '  value='Prev' \/><i class='ays_display_none ays_fa ays_fa_flag_checkered ays_finish action-button ays_arrow ays_next_arrow ays-quiz-keyboard-active' tabindex='0'><\/i><input type='submit' name='ays_finish_quiz' class='  ays_next ays_finish action-button ays-quiz-keyboard-active' value='See Result'\/><\/div>\n                        \n                        <div class='wrong_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='right_answer_text ays_do_not_show' style='display:none'>\n                            \n                        <\/div>\n                        <div class='ays_questtion_explanation' style='display:none'>\n                            <p>An LLM only sees what is in the prompt, so the earlier messages must be included with each new request.<\/p>\n\n                        <\/div>\n                        <div class='ays-quiz-additonal-box'>\n                            \n                        <\/div>   \n                        \n                        \n                    <\/div>\n                <\/div><div class='step ays_thank_you_fs'>\n            <div class='ays-abs-fs ays-end-page'><div data-class='lds-facebook' data-role='loader' class='ays-loader'><div><\/div><div><\/div><div><\/div><\/div><div class='ays_quiz_results_page'><div class='ays_score_message'><\/div><div class='ays_message'><\/div><p class='ays_score ays_score_display_none animated'>Your score is<\/p><p class='ays_average'>The average score is 6%<\/p><div class='ays-progress third'>\n                <span class='ays-progress-value third'>0%<\/span>\n                <div class='ays-progress-bg third'>\n                    <div class='ays-progress-bar third' style='width:0%;'><\/div>\n                <\/div>\n            <\/div><p class='ays_restart_button_p'><button type='button' class='action-button ays_restart_button ays-quiz-keyboard-active'>\n                    <i class='ays_fa ays_fa_undo'><\/i>\n                    <span>Restart quiz<\/span>\n                <\/button><\/p><\/div>\n            <\/div>\n        <\/div><style>\n            div#ays-quiz-container-59 * {\n                box-sizing: border-box;\n            }\n\n            #ays-quiz-container-59 [id^='ays_finish_quiz_'] div.step div.ays-abs-fs {\n                width: 95%;\n            }\n\n            \/* Styles for Internet Explorer start *\/\n            #ays-quiz-container-59 #ays_finish_quiz_59 {\n                \n            }\n\n            \/* Styles for Quiz container *\/\n            #ays-quiz-container-59{\n                min-height: 450px;\n                width:100%;\n                background-color:#ffffff;\n                background-position:center center;border-radius:8px;box-shadow: 0px 0px 15px  1px rgba(201,201,201,0.4);border: none;}\n\n            \/* Styles for questions *\/\n            #ays-quiz-container-59 #ays_finish_quiz_59 div.step {\n                min-height: 450px;\n            }\n\n            \/* Styles for text inside quiz container *\/\n            #ays-quiz-container-59 .ays-start-page *:not(input):not([class^='enlighter']),\n            #ays-quiz-container-59 .ays_question_hint,\n            #ays-quiz-container-59 label[for^=\"ays-answer-\"],\n            #ays-quiz-container-59 #ays_finish_quiz_59 p,\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-fs-title,\n            #ays-quiz-container-59 .ays-fs-subtitle,\n            #ays-quiz-container-59 .logged_in_message,\n            #ays-quiz-container-59 .ays_score_message,\n            #ays-quiz-container-59 .ays_message{\n               color: #515151;\n               outline: none;\n            }\n\n            div#ays-quiz-container-59 .ays_question_hint.ays-quiz-keyboard-active,\n            div#ays-quiz-container-59 .ays_restart_button.ays-quiz-keyboard-active {\n                outline: revert;\n            }\n\n            #ays-quiz-container-59 .ays-quiz-password-message-box,\n            #ays-quiz-container-59 .ays-quiz-question-note-message-box,\n            #ays-quiz-container-59 .ays_quiz_question,\n            #ays-quiz-container-59 .ays-quiz-question-category-box,\n            #ays-quiz-container-59 .ays_quiz_question *:not([class^='enlighter']) {\n                color: #515151;\n            }\n\n            #ays-quiz-container-59 .ays-quiz-question-category-box em {\n                color: #515151;\n            }\n\n            #ays-quiz-container-59 textarea,\n            #ays-quiz-container-59 input::first-letter,\n            #ays-quiz-container-59 select::first-letter,\n            #ays-quiz-container-59 option::first-letter {\n                color: initial !important;\n            }\n            \n            #ays-quiz-container-59 p::first-letter:not(.ays_no_questions_message) {\n                color: #515151 !important;\n                background-color: transparent !important;\n                font-size: inherit !important;\n                font-weight: inherit !important;\n                float: none !important;\n                line-height: inherit !important;\n                margin: 0 !important;\n                padding: 0 !important;\n            }\n            \n            \n            #ays-quiz-container-59 .select2-container,\n            #ays-quiz-container-59 .ays-field * {\n                font-size: 15px !important;\n            }\n    \n            #ays-quiz-container-59 .ays_quiz_question p {\n                font-size: 16px;\n                text-align: inherit;\n            }\n\n            #ays-quiz-container-59 .ays-fs-subtitle p {\n                text-align:  left ;\n            }\n\n            #ays-quiz-container-59 .ays_quiz_question {\n                text-align:  left ;\n                margin-bottom: 10px;\n            }\n\n            #ays-quiz-container-59 .ays_quiz_question pre {\n                max-width: 100%;\n                white-space: break-spaces;\n            }\n\n            \/* Mango theme (Version: 1.4.202301041836) | tid=32449 | Start *\/\n            #ays-quiz-container-59 .ays_quiz_question img {\n                float: unset;\n                margin: 0;\n            }\n            \/* Mango theme (Version: 1.4.202301041836) | End *\/\n\n            #ays-quiz-container-59 .ays-quiz-timer p {\n                font-size: 16px;\n            }\n\n            #ays-quiz-container-59 section.ays_quiz_redirection_timer_container hr,\n            #ays-quiz-container-59 section.ays_quiz_timer_container hr {\n                margin: 0;\n            }\n\n            #ays-quiz-container-59 section.ays_quiz_timer_container.ays_quiz_timer_red_warning .ays-quiz-timer {\n                color: #ff0000;\n            }\n\n            #ays-quiz-container-59 .ays_thank_you_fs p {\n                text-align: center;\n            }\n\n            #ays-quiz-container-59 .ays_quiz_results_page .ays_score span {\n                visibility: visible;\n            }\n\n            #ays-quiz-container-59 input[type='button'],\n            #ays-quiz-container-59 input[type='submit'] {\n                color: #515151 !important;\n            }\n\n            #ays-quiz-container-59 input[type='button']{\n                outline: none;\n            }\n\n            #ays-quiz-container-59 .information_form input[type='text'],\n            #ays-quiz-container-59 .information_form input[type='url'],\n            #ays-quiz-container-59 .information_form input[type='number'],\n            #ays-quiz-container-59 .information_form input[type='email'],\n            #ays-quiz-container-59 .information_form input[type='checkbox'],\n            #ays-quiz-container-59 .information_form input[type='tel'],\n            #ays-quiz-container-59 .information_form textarea,\n            #ays-quiz-container-59 .information_form select,\n            #ays-quiz-container-59 .information_form option {\n                color: initial !important;\n                outline: none;\n                background-image: unset;\n            }\n\n            #ays-quiz-container-59 .wrong_answer_text{\n                color:#ff4d4d;\n            }\n            #ays-quiz-container-59 .right_answer_text{\n                color:#33cc33;\n            }\n\n            #ays-quiz-container-59 .wrong_answer_text p {\n                font-size:16px;\n            }\n\n            #ays-quiz-container-59 .ays_questtion_explanation p {\n                font-size:16px;\n            }\n\n            #ays-quiz-container-59 .wrong_answer_text *:not(strong) {\n                text-transform:none;\n                text-decoration: none;\n                letter-spacing: 0px;\n                font-weight: normal;\n            }\n\n            #ays-quiz-container-59 .ays_questtion_explanation *:not(strong) {\n                text-transform:none;\n                text-decoration: none;\n                letter-spacing: 0px;\n                font-weight: normal;\n            }\n\n            #ays-quiz-container-59 .right_answer_text *:not(strong) {\n                text-transform:none;\n                text-decoration: none;\n                letter-spacing: 0px;\n                font-weight: normal;\n            }\n\n            #ays-quiz-container-59 .right_answer_text p {\n                font-size:16px;\n            }\n\n            #ays-quiz-container-59 .ays-quiz-question-note-message-box p {\n                font-size:14px;\n            }\n\n            #ays-quiz-container-59 .ays-quiz-question-note-message-box *:not(strong) {\n                text-transform:none;\n                text-decoration: none;\n                letter-spacing: 0px;\n                font-weight: normal;\n            }\n            \n            #ays-quiz-container-59 .ays_cb_and_a,\n            #ays-quiz-container-59 .ays_cb_and_a * {\n                color: rgb(81,81,81);\n                text-align: center;\n            }\n\n            \/* Quiz textarea height *\/\n            #ays-quiz-container-59 textarea {\n                height: 100px;\n                min-height: 100px;\n            }\n\n            \/* Quiz rate and passed users count *\/\n            #ays-quiz-container-59 .ays_quizn_ancnoxneri_qanak,\n            #ays-quiz-container-59 .ays_quiz_rete_avg {\n                color:#ffffff !important;\n                background-color:#515151;   \n            }\n\n            #ays-quiz-container-59 .ays-questions-container > .ays_quizn_ancnoxneri_qanak {\n                padding: 5px 20px;\n            }\n            #ays-quiz-container-59 div.for_quiz_rate.ui.star.rating .icon {\n                color: rgba(81,81,81,0.35);\n            }\n            #ays-quiz-container-59 .ays_quiz_rete_avg div.for_quiz_rate_avg.ui.star.rating .icon {\n                color: rgba(255,255,255,0.5);\n            }\n\n            #ays-quiz-container-59 .ays_quiz_rete .ays-quiz-rate-link-box .ays-quiz-rate-link {\n                color: #515151;\n            }\n\n            \/* Loaders *\/            \n            #ays-quiz-container-59 div.lds-spinner,\n            #ays-quiz-container-59 div.lds-spinner2 {\n                color: #515151;\n            }\n            #ays-quiz-container-59 div.lds-spinner div:after,\n            #ays-quiz-container-59 div.lds-spinner2 div:after {\n                background-color: #515151;\n            }\n            #ays-quiz-container-59 .lds-circle,\n            #ays-quiz-container-59 .lds-facebook div,\n            #ays-quiz-container-59 .lds-ellipsis div{\n                background: #515151;\n            }\n            #ays-quiz-container-59 .lds-ripple div{\n                border-color: #515151;\n            }\n            #ays-quiz-container-59 .lds-dual-ring::after,\n            #ays-quiz-container-59 .lds-hourglass::after{\n                border-color: #515151 transparent #515151 transparent;\n            }\n\n            \/* Stars *\/\n            #ays-quiz-container-59 .ui.rating .icon,\n            #ays-quiz-container-59 .ui.rating .icon:before {\n                font-family: Rating !important;\n            }\n\n            \/* Progress bars *\/\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-progress {\n                border-color: rgba(81,81,81,0.8);\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-progress-bg {\n                background-color: rgba(81,81,81,0.3);\n            }    \n            #ays-quiz-container-59 .ays-progress-value {\n                color: #515151;\n                text-align: center;\n            }\n            #ays-quiz-container-59 .ays-progress-bar {\n                background-color: #fff195;\n            }\n            #ays-quiz-container-59 .ays-question-counter .ays-live-bar-wrap {\n                direction:ltr !important;\n            }\n            #ays-quiz-container-59 .ays-live-bar-fill{\n                color: #515151;\n                border-bottom: 2px solid rgba(81,81,81,0.8);\n                text-shadow: 0px 0px 5px #ffffff;\n            }\n            #ays-quiz-container-59 .ays-live-bar-fill.ays-live-fourth,\n            #ays-quiz-container-59 .ays-live-bar-fill.ays-live-third,\n            #ays-quiz-container-59 .ays-live-bar-fill.ays-live-second {\n                text-shadow: unset;\n            }\n            #ays-quiz-container-59 .ays-live-bar-percent{\n                display:none;\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays_average {\n                text-align: center;\n            }\n            \n            \/* Music, Sound *\/\n            #ays-quiz-container-59 .ays_music_sound {\n                color:rgb(81,81,81);\n            }\n\n            \/* Dropdown questions scroll bar *\/\n            #ays-quiz-container-59 blockquote {\n                border-left-color: #515151 !important;                                      \n            }\n\n            \/* Quiz Password *\/\n            #ays-quiz-container-59 .ays-start-page > input[id^='ays_quiz_password_val_'],\n            #ays-quiz-container-59 .ays-quiz-password-toggle-visibility-box {\n                width: 100%;\n            }\n\n\n            \/* Question hint *\/\n            #ays-quiz-container-59 .ays_question_hint_container .ays_question_hint_text {\n                background-color:#ffffff;\n                box-shadow: 0 0 15px 3px rgba(201,201,201,0.6);\n                max-width: 270px;\n            }\n\n            #ays-quiz-container-59 .ays_question_hint_container .ays_question_hint_text p {\n                max-width: unset;\n            }\n\n            #ays-quiz-container-59 .ays-quiz-additonal-box {\n                display: flex;\n                justify-content: flex-end;\n                align-items: center;\n                position: relative;  \n            }\n\n            #ays-quiz-container-59 .ays_questions_hint_max_width_class {\n                max-width: 80%;\n            }\n\n            \/* Information form *\/\n            #ays-quiz-container-59 .ays-form-title{\n                color:rgb(81,81,81);\n            }\n\n            \/* Quiz timer *\/\n            #ays-quiz-container-59 div.ays-quiz-redirection-timer,\n            #ays-quiz-container-59 div.ays-quiz-timer{\n                color: #515151;\n                text-align: center;\n            }\n\n            #ays-quiz-container-59 div.ays-quiz-timer.ays-quiz-message-before-timer:before {\n                font-weight: 500;\n            }\n\n            \/* Quiz title \/ transformation *\/\n            #ays-quiz-container-59 .ays-fs-title{\n                text-transform: uppercase;\n                font-size: 28px;\n                text-align: center;\n                    text-shadow: none;\n            }\n            \n            \/* Quiz buttons *\/\n            #ays-quiz-container-59 .ays_arrow {\n                color:#515151!important;\n            }\n            #ays-quiz-container-59 input#ays-submit,\n            #ays-quiz-container-59 #ays_finish_quiz_59 .action-button,\n            div#ays-quiz-container-59 #ays_finish_quiz_59 .action-button.ays_restart_button,\n            #ays-quiz-container-59 + .ays-quiz-category-selective-main-container .ays-quiz-category-selective-restart-bttn,\n            #ays-quiz-container-59 .ays-quiz-category-selective-submit-bttn {\n                background: none;\n                background-color: #fff195;\n                color:#515151;\n                font-size: 18px;\n                padding: 14px 36px;\n                border-radius: 8px;\n                height: auto;\n                letter-spacing: 0;\n                box-shadow: unset;\n                width: auto;\n                \/* border: unset; *\/\n                min-height: unset;\n                line-height: normal;\n                text-shadow: unset;\n            }\n            #ays-quiz-container-59 input#ays-submit,\n            #ays-quiz-container-59 #ays_finish_quiz_59 input.action-button,\n            #ays-quiz-container-59 + .ays-quiz-category-selective-main-container .ays-quiz-category-selective-restart-bttn,\n            #ays-quiz-container-59 .ays-quiz-category-selective-submit-bttn {\n                \n            }\n\n            #ays-quiz-container-59 #ays_finish_quiz_59 .action-button.ays_check_answer {\n                padding: 5px 10px;\n                font-size: 18px !important;\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .action-button.ays_restart_button {\n                white-space: nowrap;\n                padding: 5px 10px;\n                white-space: normal;\n            }\n            #ays-quiz-container-59 input#ays-submit:hover,\n            #ays-quiz-container-59 input#ays-submit:focus,\n            #ays-quiz-container-59 #ays_finish_quiz_59 .action-button:hover,\n            #ays-quiz-container-59 #ays_finish_quiz_59 .action-button:focus,\n            #ays-quiz-container-59 + .ays-quiz-category-selective-main-container .ays-quiz-category-selective-restart-bttn:hover,\n            #ays-quiz-container-59 .ays-quiz-category-selective-submit-bttn:hover {\n                background: none;\n                box-shadow: 0 0 0 2px #515151;\n                background-color: #fff195;\n            }\n            #ays-quiz-container-59 .ays_restart_button {\n                color: #515151;\n            }\n            \n            #ays-quiz-container-59 .ays_restart_button_p,\n            #ays-quiz-container-59 .ays_buttons_div {\n                justify-content: center;\n            }\n\n            #ays-quiz-container-59 .ays_finish.action-button{\n                margin: 10px 5px;\n            }\n\n            #ays-quiz-container-59 .ays-share-btn.ays-share-btn-branded {\n                color: #fff;\n                display: inline-block;\n            }\n\n            #ays-quiz-container-59 .ays_quiz_results .ays-field.checked_answer_div.correct_div input:checked+label {\n                background-color: transparent;\n            }\n                        \n            \/* Question answers *\/\n            #ays-quiz-container-59 .ays-field {\n                    border-color: #dddddd;\n                    border-style: solid;\n                    border-width: 1px;\n                    box-shadow: none;flex-direction: row-reverse;\n            }\n            \n\n            \/* Answer maximum length of a text field *\/\n            #ays-quiz-container-59 .ays_quiz_question_text_message{\n                color: #515151;\n                text-align: left;\n                font-size: 12px;\n            }\n\n            div#ays-quiz-container-59 div.ays_quiz_question_text_error_message {\n                color: #ff0000;\n            }\n\n            \/* Questions answer image *\/\n            #ays-quiz-container-59 .ays-answer-image {\n                width:15em;\n                height:150px;\n                object-fit: cover;\n            }\n            \n            #ays-quiz-container-59 .ays-quiz-answers .ays-field:hover:not(.ays-answered-text-input){\n                opacity: 1;\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field label.ays_answer_caption[for^='ays-answer-'] {\n                z-index: 1;\n                position:initial;bottom:0;}\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field input~label[for^='ays-answer-'] {\n                padding: 5px;\n            }\n\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field {\n                margin-bottom: 12px;\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field.ays_grid_view_item {\n                width: calc(50% - 6px);\n            }\n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field.ays_grid_view_item:nth-child(odd) {\n                margin-right: 6px;\n            }\n            \n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field input:checked+label:before {\n                border-color: #fff195;\n                background: #fff195;\n                background-clip: content-box;\n            }\n            #ays-quiz-container-59 .ays-quiz-answers div.ays-text-right-answer {\n                color: #515151;\n            }\n                        \n            \/* Questions answer right\/wrong icons *\/\n            #ays-quiz-container-59 .ays-field input~label.answered.correct::after{\n                content: url('https:\/\/techgyan360.com\/blog\/wp-content\/plugins\/quiz-maker\/public\/images\/correct-style-6.png');\n            }\n            #ays-quiz-container-59 .ays-field input~label.answered.wrong::after{\n                content: url('https:\/\/techgyan360.com\/blog\/wp-content\/plugins\/quiz-maker\/public\/images\/wrong-style-6.png');\n            }\n            #ays-quiz-container-59 .ays-field label.answered:last-of-type:after{\n                display: none;\n                height: auto;\n                left: 10px;top: 10px;}\n            \/* Dropdown questions *\/            \n            #ays-quiz-container-59 #ays_finish_quiz_59 .ays-field .select2-container--default .select2-selection--single {\n                border-bottom: 2px solid #fff195;\n                background-color: #fff195;\n            }\n            \n            #ays-quiz-container-59 .ays-field .select2-container--default .select2-selection--single .select2-selection__placeholder,\n            #ays-quiz-container-59 .ays-field .select2-container--default .select2-selection--single .select2-selection__rendered,\n            #ays-quiz-container-59 .ays-field .select2-container--default .select2-selection--single .select2-selection__arrow {\n                color: #aeaeae;\n            }\n\n            #ays-quiz-container-59 .select2-container--default .select2-search--dropdown .select2-search__field:focus,\n            #ays-quiz-container-59 .select2-container--default .select2-search--dropdown .select2-search__field {\n                outline: unset;\n                padding: 0.75rem;\n            }\n\n            #ays-quiz-container-59 .ays-field .select2-container--default .select2-selection--single .select2-selection__rendered,\n            #ays-quiz-container-59 .select2-container--default .select2-results__option--highlighted[aria-selected] {\n                background-color: #fff195;\n            }\n\n            #ays-quiz-container-59 .ays-field .select2-container--default,\n            #ays-quiz-container-59 .ays-field .select2-container--default .selection,\n            #ays-quiz-container-59 .ays-field .select2-container--default .dropdown-wrapper,\n            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Every answer option has a clear explanation, so you learn why each choice is right or wrong. Ideal for beginners and cloud professionals starting AWS AI, ML and generative AI prep. Independent practice material, not affiliated with AWS.<\/p>\r\nAIF-C01 Practice Test 1 (65 questions). Test yourself on Amazon Bedrock, RAG, prompt engineering, Guardrails, responsible AI, MLOps and AWS security services. Includes single- and multiple-answer questions with detailed explanations for every option. Not affiliated with AWS.\r\n\r\nStart your AWS AI Practitioner (AIF-C01) preparation with 65 exam-style questions across AI\/ML fundamentals, generative AI, foundation models, responsible AI and security. Learn from explanations for every answer choice and find your weak domains early. Independent study material, not affiliated with AWS.","quiz_image":"","quiz_category_id":"5","question_ids":"669,668,667,666,665,664,663,662,661,660,659,658,657,656,655,654,653,652,651,650,649,648,647,646,645,644,643,642,641,640,639,638,637,636,635,634,633,632,631,630,629,628,627,626,625,624,623,622,621,620,619,618,617,616,615,614,613,612,611,610,609,608,607,606,605","ordering":"59","quiz_url":"","published":"1","custom_post_id":"888","intervals":null,"quiz_animation_top":100,"quiz_enable_animation_top":"on"}';\n        <\/script>\n                    <input type='hidden' name='quiz_id' value='59'\/>\n                    <input type='hidden' name='start_date' class='ays-start-date'\/>\n                <\/form><\/div>\n                            <\/div>\n                            \n<h2>About this AIF-C01 practice test<\/h2>\n<ul>\n<li><strong>65 questions<\/strong>, the same length as the real exam.<\/li>\n<li><strong>All five domains<\/strong>, in the official proportions: AI\/ML fundamentals, generative AI fundamentals, applications of foundation models, responsible AI, and security and governance.<\/li>\n<li><strong>Every option explained<\/strong>, including why the wrong answers are wrong.<\/li>\n<li>Mostly scenario-based multiple-choice, plus a few &#8220;choose TWO&#8221; questions.<\/li>\n<\/ul>\n<p>Tip: treat it like the real exam. Answer everything, then read every explanation, especially for questions you guessed correctly.<\/p>\n<h2>AIF-C01 exam quick facts<\/h2>\n<ul>\n<li><strong>Questions:<\/strong>\u00a065 (50 scored, 15 unscored).<\/li>\n<li><strong>Passing score:<\/strong>\u00a0700 on a scale of 100 to 1,000.<\/li>\n<li><strong>Domains:<\/strong>\u00a0AI and ML fundamentals (20%), generative AI fundamentals (24%), applications of foundation models (28%), responsible AI (14%), and security, compliance and governance (14%).<\/li>\n<\/ul>\n<p>Always check the\u00a0<a href=\"https:\/\/docs.aws.amazon.com\/aws-certification\/latest\/examguides\/ai-practitioner-01.html\" target=\"_blank\" rel=\"noopener\">official AWS exam guide<\/a>\u00a0for the latest details.<\/p>\n<h2>Try three sample questions<\/h2>\n<p><strong>1. An HR team&#8217;s policy chatbot must reflect updated handbook pages within minutes, without retraining. Which approach fits?<\/strong><\/p>\n<details>\n<summary>Show the answer<\/summary>\n<p><strong>Retrieval Augmented Generation (RAG) over the handbook.<\/strong>\u00a0RAG retrieves the current content at query time, so updates appear without retraining. Fine-tuning or monthly pre-training cannot keep up with changes within minutes, and temperature only changes randomness.<\/p>\n<\/details>\n<p><strong>2. A company wants to automatically find personally identifiable information (PII) in the Amazon S3 buckets that hold its ML training data. Which service should it use?<\/strong><\/p>\n<details>\n<summary>Show the answer<\/summary>\n<p><strong>Amazon Macie.<\/strong>\u00a0Macie uses ML and pattern matching to discover and classify sensitive data such as PII in S3. KMS manages keys, CloudTrail records API activity, and Inspector scans for vulnerabilities.<\/p>\n<\/details>\n<p><strong>3. A game studio wants an AI opponent that improves by playing many matches and earning points for winning. Which learning approach fits?<\/strong><\/p>\n<details>\n<summary>Show the answer<\/summary>\n<p><strong>Reinforcement learning.<\/strong>\u00a0It improves behavior through rewards earned by acting in an environment. Supervised learning needs labeled examples, and clustering only groups data.<\/p>\n<p>&nbsp;<\/p>\n<\/details>\n<h2>Frequently asked questions<\/h2>\n<h3>Is this AIF-C01 practice test free?<\/h3>\n<p>Yes. It is free with no signup. Set 1 stays free so you can check the quality first.<\/p>\n<h3>Are these real exam questions?<\/h3>\n<p>No. The questions are original and written to match the exam guide topics. This is an independent study tool, not affiliated with or endorsed by AWS, and it does not guarantee a pass.<\/p>\n<h3>How can I get more practice questions?<\/h3>\n<p>Our <a href=\"https:\/\/www.udemy.com\/course\/practice-exams-aws-certified-ai-practitioner-aif-c01-prep\/?referralCode=94C214E64FB266E49007\" target=\"_blank\" rel=\"noopener\">Udemy course<\/a> has four full-length AIF-C01 practice sets (260 questions) in one course, and Set 1 is included. See the\u00a0<a href=\"https:\/\/techgyan360.com\/practice-exams\/aws-aif-c01\/\">AIF-C01 practice exams page<\/a>\u00a0for details.<\/p>\n<h2>Want more practice?<\/h2>\n<p>Finished the test? Continue with all four AIF-C01 practice sets in one <a href=\"https:\/\/www.udemy.com\/course\/practice-exams-aws-certified-ai-practitioner-aif-c01-prep\/?referralCode=94C214E64FB266E49007\" target=\"_blank\" rel=\"noopener\">Udemy course<\/a>. Message our team on WhatsApp and we will share the best available coupon and help you enrol.<\/p>\n<p><a href=\"https:\/\/wa.me\/917655961946?text=Hi%20TechGyan360%20team%21%20I%20tried%20the%20free%20AIF-C01%20Practice%20Set%201%20and%20I%27m%20interested%20in%20the%20full%20practice%20exam%20course%20%28all%204%20sets%29%20on%20Udemy.%20Please%20share%20the%20best%20available%20coupon%20and%20help%20me%20enrol.%20%28Sent%20from%20the%20Set%201%20blog%20post%29\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udcac Get the full course + coupon on WhatsApp<\/strong><\/a><\/p>\n<p>More free practice exams are coming. Browse them all on our\u00a0<a href=\"https:\/\/techgyan360.com\/practice-exams\/\">Free Practice Exams<\/a>\u00a0page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Preparing for the AWS Certified AI Practitioner (AIF-C01)\u00a0exam? Take this free 65-question practice test to see where you stand. It follows the official domain weightings, and every answer option comes&hellip;<\/p>\n","protected":false},"author":1,"featured_media":893,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[50,140],"tags":[141,142],"class_list":["post-889","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws-cloud-hub","category-practice-exams","tag-aif-c01-practice-test","tag-aws-ai-practitioner-aif-c01-practice-test"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Free AWS AI Practitioner (AIF-C01) Practice Test: 65 Questions with Explanations [2026] - TechGyan360.Com<\/title>\n<meta name=\"description\" content=\"AIF-C01 practice test - Preparing for the AWS Certified AI Practitioner (AIF-C01) exam? Take this free 65-question practice test to see where you stand. 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No signup needed.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/techgyan360.com\/blog\/aws-ai-practitioner-aif-c01-free-practice-test\/","og_locale":"en_US","og_type":"article","og_title":"Free AWS AI Practitioner (AIF-C01) Practice Test: 65 Questions with Explanations [2026] - TechGyan360.Com","og_description":"AIF-C01 practice test - Preparing for the AWS Certified AI Practitioner (AIF-C01) exam? Take this free 65-question practice test to see where you stand. It follows the official domain weightings, and every answer option comes with an explanation, so you learn from your mistakes. 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