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Microsoft AI-901 Exam Questions

Microsoft AI-901 Exam Questions Answers

Microsoft Azure AI Fundamentals (Updated Version)

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Microsoft AI-901 Practice Test Questions ( Updated) – Real Exam Questions & Dumps PDF

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Microsoft AI-901 Sample Questions – Free Practice Test & Real Exam Prep

Question #1

You have an Azure subscription.You need to use Azure Content Understanding in Foundry Tools to extract structured datafrom invoices.What should you provision?

  • A. an Azure OpenAI resource 
  • B. a Microsoft Foundry resource 
  • C. A Microsoft Foundry project 
  • D. an Azure AI Search service 
Answer: B

Question #2

Your company processes customer support emails.You need to implement an AI solution that automatically identifies mentions of people,organizations, and locations in the emails.Which text analysis technique should you use?

  • A. sentiment analysis  
  • B. Named Entity Recognition (NER) 
  • C. summarization 
  • D. key phrase extraction 
Answer: B

Question #3

You are developing a web app that processes invoices to calculate expenses.You need to extract structured fields, including nested values, from the invoices by using adefined schema.What should you use?

  • A. a transcription workflow in Azure Speech in Foundry Tools 
  • B. an optical character recognition (OCR)-only document processing pipeline 
  • C. an analyzer in Azure Content Understanding in Foundry Tools 
  • D. an Azure AI Search service 
Answer: C

Question #4

You are developing an application that analyzes voicemail recordings by using AzureContent Understanding in Foundry Tools.You need to extract a transcript and structured information from the recordings.Which type of analyzer should you use?

  • A. document analyzer 
  • B. video analyzer 
  • C. audio analyzer 
  • D. image analyzer 
Answer: C

Question #5

You have a Microsoft Foundry project that contains a vision-enabled model deployment.You use the Azure OpenAI Responses API to send a prompt to the model.You need to provide an image for analysis.Which content item should you include in the request?

  • A. image_base64 
  • B. image_generation 
  • C. output_image 
  • D. input_image 
Answer: D

Question #6

You need to build an AI solution that generates marketing email drafts based on a short description of a product and its target audience. Which AI workload should you use?

  • A. generative AI 
  • B. computer vision 
  • C. text classification 
  • D. speech recognition 
Answer: A

Question #7

What are two purposes of instructions when prompting a generative AI model? Eachcorrect answer presents part of the solution.NOTE: Each correct selection is worth one point.

  • A. defines constraints on the model's responses 
  • B. defines the agent's role and behavior 
  • C. defines the Azure region where inference occurs 
  • D. selects which model to use 
  • E. defines the tokens per minute (TPM) allocation for the model 
Answer: A,B
Question #8

You need to create an AI agent in Microsoft Foundry that follows a specific role andbehavior when responding to users.What should you configure?

  • A. tokens per minute (TPM) 
  • B. system instructions 
  • C. temperature 
  • D. max completion tokens 
Answer: B

Question #9

You are using the Azure Speech SDK to develop a Python application thatsupports realtime spoken conversations.Which Azure speech class should you use to configure the connection to the Azure Speechservice?

  • A. AudioConfig 
  • B. SpeechSynthesizer 
  • C. AuditOutputConfig 
Answer: C

Question #10

You are developing an application that extracts fields from PDFs by using Azure ContentUnderstanding in Foundry Tools.You need to use the Python SDK to submit a PDF for analysis and retrieve the extractionresults.What should you do?

  • A. Call begin_analyze(), and then call poller.result() to retrieve the results. 
  • B. Submit the PDF to an analyzer and read the results from the request headers. 
  • C. Use optical character recognition (OCR) to extract text from the PDF and map the fieldsin the code. 
  • D. Call analyze() to return the extracted fields synchronously in the same request. 
Answer: A

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