{"id":126708,"date":"2026-05-18T07:59:36","date_gmt":"2026-05-18T07:59:36","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=126708"},"modified":"2026-05-18T07:59:40","modified_gmt":"2026-05-18T07:59:40","slug":"microsoft-ai-901-dumps-v8-02-2026-replacing-the-ai-900-exam-for-the-microsoft-azure-ai-fundamentals-beta-exam-preparation","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/microsoft-ai-901-dumps-v8-02-2026-replacing-the-ai-900-exam-for-the-microsoft-azure-ai-fundamentals-beta-exam-preparation.html","title":{"rendered":"Microsoft AI-901 Dumps (V8.02) 2026 &#8211; Replacing the AI-900 Exam for the Microsoft Azure AI Fundamentals (beta) Exam Preparation"},"content":{"rendered":"\n<p>The AI-900 exam is retiring on June 30, 2026, and is being replaced by the AI-901 exam. The updated version of the AI-901 exam is available in beta, testing your ability to show the conceptual knowledge and practical understanding needed to work with AI solutions on Azure. To help you prepare for the AI-901 exam efficiently, DumpsBase has completed the AI-901 dumps (V8.02), letting you read through the exam topics, review practice content, and feel a strong sense of progress. The AI-901 dumps (V8.02) contain 50 practice questions and answers, which are highly organized. These Q&amp;As give your preparation a purposeful direction. Instead of trying to guess what might appear, you study with DumpsBase AI-901 dumps (V8.02) already aligned with current Microsoft Azure AI Fundamentals exam trends.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Reading AI-901 free dumps below to verify the questions first:<\/h2>\n\n\n<script>\n\t  window.fbAsyncInit = function() {\n\t    FB.init({\n\t      appId            : '622169541470367',\n\t      autoLogAppEvents : true,\n\t      xfbml            : true,\n\t      version          : 'v3.1'\n\t    });\n\t  };\n\t\n\t  (function(d, s, id){\n\t     var js, fjs = d.getElementsByTagName(s)[0];\n\t     if (d.getElementById(id)) {return;}\n\t     js = d.createElement(s); js.id = id;\n\t     js.src = \"https:\/\/connect.facebook.net\/en_US\/sdk.js\";\n\t     fjs.parentNode.insertBefore(js, fjs);\n\t   }(document, 'script', 'facebook-jssdk'));\n\t<\/script><script type=\"text\/javascript\" >\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \nif(!window.jQuery) alert(\"The important jQuery library is not properly loaded in your site. Your WordPress theme is probably missing the essential wp_head() call. You can switch to another theme and you will see that the plugin works fine and this notice disappears. If you are still not sure what to do you can contact us for help.\");\n});\n<\/script>  \n  \n<div  id=\"watupro_quiz\" class=\"quiz-area single-page-quiz\">\n<p id=\"submittingExam12323\" style=\"display:none;text-align:center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\"><\/p>\n\n<div class=\"watupro-exam-description\" id=\"description-quiz-12323\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-12323\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-481249'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>DRAG DROP<br \/>\r\n<br \/>\r\nYou have a Microsoft Foundry project named project1 that contains an Azure OpenAI resource named Resource1.<br \/>\r\n<br \/>\r\nTo Resource1, you deploy a gpt-4.1-mini model by using a model deployment named my-mini-gpt.<br \/>\r\n<br \/>\r\nYou need to connect to my-mini-gpt from an application.<br \/>\r\n<br \/>\r\nHow should you complete the Python code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 56\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image003-3.png\" width=\"565\" height=\"132\" \/><\/div><input type='hidden' name='question_id[]' id='qID_1' value='481249' \/><input type='hidden' id='answerType481249' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481249[]' id='answer-id-1859434' class='answer   answerof-481249 ' value='1859434'   \/><label for='answer-id-1859434' id='answer-label-1859434' class=' answer'><span><br><img decoding=\"async\" width=565 height=132 id=\"\u56fe\u7247 57\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image004-4.png\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-481250'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>You are developing an application that analyzes voicemail recordings by using Azure Content Understanding in Foundry Tools. <br \/>\r<br>You need to extract a transcript and structured information from the recordings. <br \/>\r<br>Which type of analyzer should you use?<\/div><input type='hidden' name='question_id[]' id='qID_2' value='481250' \/><input type='hidden' id='answerType481250' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481250[]' id='answer-id-1859435' class='answer   answerof-481250 ' value='1859435'   \/><label for='answer-id-1859435' id='answer-label-1859435' class=' answer'><span>document analyzer<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481250[]' id='answer-id-1859436' class='answer   answerof-481250 ' value='1859436'   \/><label for='answer-id-1859436' id='answer-label-1859436' class=' answer'><span>video analyzer<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481250[]' id='answer-id-1859437' class='answer   answerof-481250 ' value='1859437'   \/><label for='answer-id-1859437' id='answer-label-1859437' class=' answer'><span>audio analyzer<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481250[]' id='answer-id-1859438' class='answer   answerof-481250 ' value='1859438'   \/><label for='answer-id-1859438' id='answer-label-1859438' class=' answer'><span>image analyzer<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-481251'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>You need to create an AI agent in Microsoft Foundry that follows a specific role and behavior when responding to users. <br \/>\r<br>What should you configure?<\/div><input type='hidden' name='question_id[]' id='qID_3' value='481251' \/><input type='hidden' id='answerType481251' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481251[]' id='answer-id-1859439' class='answer   answerof-481251 ' value='1859439'   \/><label for='answer-id-1859439' id='answer-label-1859439' class=' answer'><span>tokens per minute (TPM)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481251[]' id='answer-id-1859440' class='answer   answerof-481251 ' value='1859440'   \/><label for='answer-id-1859440' id='answer-label-1859440' class=' answer'><span>system instructions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481251[]' id='answer-id-1859441' class='answer   answerof-481251 ' value='1859441'   \/><label for='answer-id-1859441' id='answer-label-1859441' class=' answer'><span>temperature<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481251[]' id='answer-id-1859442' class='answer   answerof-481251 ' value='1859442'   \/><label for='answer-id-1859442' id='answer-label-1859442' class=' answer'><span>max completion tokens<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-481252'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou are developing a voice application that listens for spoken commands and converts them into text by using Azure Speech in Foundry Tools.<br \/>\r\n<br \/>\r\nHow should you complete the Python code? To answer, select the appropriate option in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 58\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image005-4.png\" width=\"650\" height=\"333\" \/><\/div><input type='hidden' name='question_id[]' id='qID_4' value='481252' \/><input type='hidden' id='answerType481252' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481252[]' id='answer-id-1859443' class='answer   answerof-481252 ' value='1859443'   \/><label for='answer-id-1859443' id='answer-label-1859443' class=' answer'><span><br><img decoding=\"async\" width=650 height=333 id=\"\u56fe\u7247 59\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image006-5.png\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-481253'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nFor each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 64\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image011-15.jpg\" width=\"651\" height=\"157\" \/><\/div><input type='hidden' name='question_id[]' id='qID_5' value='481253' \/><input type='hidden' id='answerType481253' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481253[]' id='answer-id-1859444' class='answer   answerof-481253 ' value='1859444'   \/><label for='answer-id-1859444' id='answer-label-1859444' class=' answer'><span><br><img decoding=\"async\" width=649 height=156 id=\"\u56fe\u7247 65\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image012-14.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-481254'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>You have a Microsoft Foundry project that contains a vision-enabled model deployment. <br \/>\r<br>You are developing an application that sends images to the model. <br \/>\r<br>You need to ensure that the model can analyze the images. <br \/>\r<br>In which two formats can you provide the images? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_6' value='481254' \/><input type='hidden' id='answerType481254' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481254[]' id='answer-id-1859445' class='answer   answerof-481254 ' value='1859445'   \/><label for='answer-id-1859445' id='answer-label-1859445' class=' answer'><span>a JSON document that describes the image content<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481254[]' id='answer-id-1859446' class='answer   answerof-481254 ' value='1859446'   \/><label for='answer-id-1859446' id='answer-label-1859446' class=' answer'><span>a UTF-8 encoded text description of the image<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481254[]' id='answer-id-1859447' class='answer   answerof-481254 ' value='1859447'   \/><label for='answer-id-1859447' id='answer-label-1859447' class=' answer'><span>a publicly accessible URL of the image<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481254[]' id='answer-id-1859448' class='answer   answerof-481254 ' value='1859448'   \/><label for='answer-id-1859448' id='answer-label-1859448' class=' answer'><span>a base64 encoded image data string<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-481255'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>You have a Microsoft Foundry project that contains an agent named Agent1.<br \/>\r\n<br \/>\r\nYou need to ensure that Agent1 always calls an Azure function when the agent responds to user input.<br \/>\r\n<br \/>\r\nTo what should you set tool_choice for Agent1?<\/div><input type='hidden' name='question_id[]' id='qID_7' value='481255' \/><input type='hidden' id='answerType481255' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481255[]' id='answer-id-1859449' class='answer   answerof-481255 ' value='1859449'   \/><label for='answer-id-1859449' id='answer-label-1859449' class=' answer'><span>auto\r\n<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481255[]' id='answer-id-1861509' class='answer   answerof-481255 ' value='1861509'   \/><label for='answer-id-1861509' id='answer-label-1861509' class=' answer'><span>none<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481255[]' id='answer-id-1861510' class='answer   answerof-481255 ' value='1861510'   \/><label for='answer-id-1861510' id='answer-label-1861510' class=' answer'><span>required<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-481256'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>DRAG DROP<br \/>\r\n<br \/>\r\nYou are developing an application that extracts structured information from different types of content by using Azure Content Understanding in Foundry Tools.<br \/>\r\n<br \/>\r\nYou need to extract scanned invoices in the PDF format and voicemail recordings in the WAV format.<br \/>\r\n<br \/>\r\nWhich type of analyzer should you use for each content type? To answer, drag the appropriate analyzer types to the correct content types. Each analyzer type may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 60\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image007-5.png\" width=\"600\" height=\"183\" \/><\/div><input type='hidden' name='question_id[]' id='qID_8' value='481256' \/><input type='hidden' id='answerType481256' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481256[]' id='answer-id-1859450' class='answer   answerof-481256 ' value='1859450'   \/><label for='answer-id-1859450' id='answer-label-1859450' class=' answer'><span><br><img decoding=\"async\" width=619 height=183 id=\"\u56fe\u7247 61\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image008-3.png\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-481257'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>You have a Microsoft Foundry project that contains a generative AI model deployment. <br \/>\r<br>You test the model by using the Foundry playground. <br \/>\r<br>You need to develop an application that sends requests to the deployed model. <br \/>\r<br>Which information must the application include to call the model?<\/div><input type='hidden' name='question_id[]' id='qID_9' value='481257' \/><input type='hidden' id='answerType481257' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481257[]' id='answer-id-1859451' class='answer   answerof-481257 ' value='1859451'   \/><label for='answer-id-1859451' id='answer-label-1859451' class=' answer'><span>The model training dataset<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481257[]' id='answer-id-1859452' class='answer   answerof-481257 ' value='1859452'   \/><label for='answer-id-1859452' id='answer-label-1859452' class=' answer'><span>The Foundry project display name<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481257[]' id='answer-id-1859453' class='answer   answerof-481257 ' value='1859453'   \/><label for='answer-id-1859453' id='answer-label-1859453' class=' answer'><span>The exported playground session history<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481257[]' id='answer-id-1859454' class='answer   answerof-481257 ' value='1859454'   \/><label for='answer-id-1859454' id='answer-label-1859454' class=' answer'><span>The model endpoint and authentication credentials<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-481258'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>What are two purposes of instructions when prompting a generative AI model? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_10' value='481258' \/><input type='hidden' id='answerType481258' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481258[]' id='answer-id-1859455' class='answer   answerof-481258 ' value='1859455'   \/><label for='answer-id-1859455' id='answer-label-1859455' class=' answer'><span>defines constraints on the model's responses<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481258[]' id='answer-id-1859456' class='answer   answerof-481258 ' value='1859456'   \/><label for='answer-id-1859456' id='answer-label-1859456' class=' answer'><span>defines the agent's role and behavior<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481258[]' id='answer-id-1859457' class='answer   answerof-481258 ' value='1859457'   \/><label for='answer-id-1859457' id='answer-label-1859457' class=' answer'><span>defines the Azure region where inference occurs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481258[]' id='answer-id-1859458' class='answer   answerof-481258 ' value='1859458'   \/><label for='answer-id-1859458' id='answer-label-1859458' class=' answer'><span>selects which model to use<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-481258[]' id='answer-id-1859459' class='answer   answerof-481258 ' value='1859459'   \/><label for='answer-id-1859459' id='answer-label-1859459' class=' answer'><span>defines the tokens per minute (TPM) allocation for the model<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-481259'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>You are developing an application that extracts fields from PDFs by using Azure Content Understanding in Foundry Tools. <br \/>\r<br>You need to use the Python SDK to submit a PDF for analysis and retrieve the extraction results. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_11' value='481259' \/><input type='hidden' id='answerType481259' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481259[]' id='answer-id-1859460' class='answer   answerof-481259 ' value='1859460'   \/><label for='answer-id-1859460' id='answer-label-1859460' class=' answer'><span>Call begin_analyze(), and then call poller.result() to retrieve the results.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481259[]' id='answer-id-1859461' class='answer   answerof-481259 ' value='1859461'   \/><label for='answer-id-1859461' id='answer-label-1859461' class=' answer'><span>Submit the PDF to an analyzer and read the results from the request headers.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481259[]' id='answer-id-1859462' class='answer   answerof-481259 ' value='1859462'   \/><label for='answer-id-1859462' id='answer-label-1859462' class=' answer'><span>Use optical character recognition (OCR) to extract text from the PDF and map the fields in the code.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481259[]' id='answer-id-1859463' class='answer   answerof-481259 ' value='1859463'   \/><label for='answer-id-1859463' id='answer-label-1859463' class=' answer'><span>Call analyze() to return the extracted fields synchronously in the same request.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-481260'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>DRAG DROP<br \/>\r\n<br \/>\r\nYou have a Microsoft Foundry project that contains a model deployment.<br \/>\r\n<br \/>\r\nYou are developing an application that sends an image and a user question to the model.<br \/>\r\n<br \/>\r\nYou need to send both text and image content in the same request so the model can return an answer.<br \/>\r\n<br \/>\r\nHow should you complete the Python code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 62\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image009-15.jpg\" width=\"649\" height=\"224\" \/><\/div><input type='hidden' name='question_id[]' id='qID_12' value='481260' \/><input type='hidden' id='answerType481260' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481260[]' id='answer-id-1859464' class='answer   answerof-481260 ' value='1859464'   \/><label for='answer-id-1859464' id='answer-label-1859464' class=' answer'><span><br><img decoding=\"async\" width=649 height=224 id=\"\u56fe\u7247 63\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image010-13.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-481261'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>You are developing a web app that processes invoices to calculate expenses.<br \/>\r\n<br \/>\r\nYou need to extract structured fields, including nested values, from the invoices by using a defined schema.<br \/>\r\n<br \/>\r\nWhat should you use?<\/div><input type='hidden' name='question_id[]' id='qID_13' value='481261' \/><input type='hidden' id='answerType481261' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481261[]' id='answer-id-1859465' class='answer   answerof-481261 ' value='1859465'   \/><label for='answer-id-1859465' id='answer-label-1859465' class=' answer'><span>a transcription workflow in Azure Speech in Foundry Tools<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481261[]' id='answer-id-1861511' class='answer   answerof-481261 ' value='1861511'   \/><label for='answer-id-1861511' id='answer-label-1861511' class=' answer'><span>an optical character recognition (OCR)-only document processing pipeline<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481261[]' id='answer-id-1861512' class='answer   answerof-481261 ' value='1861512'   \/><label for='answer-id-1861512' id='answer-label-1861512' class=' answer'><span>an analyzer in Azure Content Understanding in Foundry Tools<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481261[]' id='answer-id-1861513' class='answer   answerof-481261 ' value='1861513'   \/><label for='answer-id-1861513' id='answer-label-1861513' class=' answer'><span>an Azure AI Search service<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-481262'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>You have an Azure subscription. <br \/>\r<br>You need to use Azure Content Understanding in Foundry Tools to extract structured data from invoices. <br \/>\r<br>What should you provision?<\/div><input type='hidden' name='question_id[]' id='qID_14' value='481262' \/><input type='hidden' id='answerType481262' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481262[]' id='answer-id-1859466' class='answer   answerof-481262 ' value='1859466'   \/><label for='answer-id-1859466' id='answer-label-1859466' class=' answer'><span>an Azure OpenAI resource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481262[]' id='answer-id-1859467' class='answer   answerof-481262 ' value='1859467'   \/><label for='answer-id-1859467' id='answer-label-1859467' class=' answer'><span>a Microsoft Foundry resource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481262[]' id='answer-id-1859468' class='answer   answerof-481262 ' value='1859468'   \/><label for='answer-id-1859468' id='answer-label-1859468' class=' answer'><span>A Microsoft Foundry project<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481262[]' id='answer-id-1859469' class='answer   answerof-481262 ' value='1859469'   \/><label for='answer-id-1859469' id='answer-label-1859469' class=' answer'><span>an Azure AI Search service<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-481263'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nSelect the answer that correctly completes the sentence.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 54\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image001-3.png\" width=\"414\" height=\"120\" \/><\/div><input type='hidden' name='question_id[]' id='qID_15' value='481263' \/><input type='hidden' id='answerType481263' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-481263[]' id='answer-id-1859470' class='answer   answerof-481263 ' value='1859470'   \/><label for='answer-id-1859470' id='answer-label-1859470' class=' answer'><span><br><img decoding=\"async\" width=414 height=120 id=\"\u56fe\u7247 55\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/05\/image002-4.png\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-16'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons12323\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; Previous\" onclick=\"WatuPRO.nextQuestion(event, 'previous');\"\/><\/div>\t\t  \t\t  \t\t   \n\t\t   \t  \t\t<div><input type=\"button\" name=\"action\" class=\"watupro-submit-button\" onclick=\"WatuPRO.submitResult(event)\" id=\"action-button\" value=\"View Results\"  \/>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t<input type=\"hidden\" name=\"quiz_id\" value=\"12323\" id=\"watuPROExamID\"\/>\n\t<input type=\"hidden\" name=\"start_time\" id=\"startTime\" value=\"2026-05-18 10:21:10\" \/>\n\t<input type=\"hidden\" name=\"start_timestamp\" id=\"startTimeStamp\" value=\"1779099670\" \/>\n\t<input type=\"hidden\" name=\"question_ids\" value=\"\" \/>\n\t<input type=\"hidden\" name=\"watupro_questions\" value=\"481249:1859434 | 481250:1859435,1859436,1859437,1859438 | 481251:1859439,1859440,1859441,1859442 | 481252:1859443 | 481253:1859444 | 481254:1859445,1859446,1859447,1859448 | 481255:1859449,1861509,1861510 | 481256:1859450 | 481257:1859451,1859452,1859453,1859454 | 481258:1859455,1859456,1859457,1859458,1859459 | 481259:1859460,1859461,1859462,1859463 | 481260:1859464 | 481261:1859465,1861511,1861512,1861513 | 481262:1859466,1859467,1859468,1859469 | 481263:1859470\" \/>\n\t<input type=\"hidden\" name=\"no_ajax\" value=\"0\">\t\t\t<\/form>\n\t<p>&nbsp;<\/p>\n<\/div>\n\n<script type=\"text\/javascript\">\n\/\/jQuery(document).ready(function(){\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \t\nvar question_ids = \"481249,481250,481251,481252,481253,481254,481255,481256,481257,481258,481259,481260,481261,481262,481263\";\nWatuPROSettings[12323] = {};\nWatuPRO.qArr = question_ids.split(',');\nWatuPRO.exam_id = 12323;\t    \nWatuPRO.post_id = 126708;\nWatuPRO.store_progress = 0;\nWatuPRO.curCatPage = 1;\nWatuPRO.requiredIDs=\"0\".split(\",\");\nWatuPRO.hAppID = \"0.02728500 1779099670\";\nvar url = \"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/show_exam.php\";\nWatuPRO.examMode = 1;\nWatuPRO.siteURL=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-admin\/admin-ajax.php\";\nWatuPRO.emailIsNotRequired = 0;\nWatuPROIntel.init(12323);\nWatuPRO.inCategoryPages=1;});    \t \n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>The AI-900 exam is retiring on June 30, 2026, and is being replaced by the AI-901 exam. The updated version of the AI-901 exam is available in beta, testing your ability to show the conceptual knowledge and practical understanding needed to work with AI solutions on Azure. To help you prepare for the AI-901 exam [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101,21189],"tags":[21188],"class_list":["post-126708","post","type-post","status-publish","format-standard","hentry","category-microsoft","category-microsoft-certified-azure-ai-fundamentals","tag-ai-901"],"_links":{"self":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/126708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/comments?post=126708"}],"version-history":[{"count":1,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/126708\/revisions"}],"predecessor-version":[{"id":126709,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/126708\/revisions\/126709"}],"wp:attachment":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/media?parent=126708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/categories?post=126708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/tags?post=126708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}