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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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  125 Total Questions
  Updated September 18,2026
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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

Based on the image provided, here is the transcribed text:You need to build an AI solution that produces new product images based on written descriptions provided by users.Which AI workload should you use?

  • A. image generation
  • B. image analysis
  • C. object detection
  • D. optical character recognition (OCR)
Answer: A
Question #2

You are developing a system to predict the prices of insurance for drivers in the United Kingdom. You need to minimize unintended bias in the system. What should you do?

  • A. Create a training dataset that uses data from global insurers
  • B. Take a completely random training sample.
  • C. Remove information about protected characteristics from the data before sampling.
  • D. Take a training sample that is representative of the population in the United Kingdom.
Answer: D
Question #3

You have a Microsoft Foundry project that contains a vision-enabled model deployment.You need to develop an application that sends a message containing text and an image URL. The solution must ensure the quickest response time.Which message structure should you include in the request?

  • A. a user message that includes only a text item and sends an image item in a separate request
  • B. a system message that includes both a text item and an image item in the content array
  • C. a system message that includes only a text item and sends an image item in a separate request
  • D. a user message that includes both a text item and an image item in the content array
Answer: D
Question #4

You ate building an application that uses Azure Speech in Foundry Tools. You need to initialize the Speech SDK for Python oy creating a SpechConfig object. Which values should you specify?

  • A. the model deployment name and model endpoint
  • B. the storage account key and connection string
  • C. The Foundry project name and project endpoint
  • D. the foundry resource key and endpoint
Answer: D
Question #5

You have a Microsoft Foundry project that contains an agent named Agent1.You need to ensure that Agent1 always calls an Azure function when the agent responds to user input.To what should you set tool_choice for Agent1?

  • A. auto
  • B. none
  • C. required
Answer: C
Question #6

You need to create an AI agent in Microsoft Foundry that follows a specific role and behavior 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 #7

You have a Microsoft Foundry project that contains a vision-enabled model deployment.You need to create a prompt that ensures the model produces a relevant and useful response. What should you include in the prompt?

  • A. a description of the task
  • B. a dataset ID for the image
  • C. the version number of the model
  • D. the deployment name of the model
Answer: A
Question #8

You have an Azure subscription.You need to use Azure Content Understanding in Foundry Tools to extract structured data from 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 #9

You are deploying a generative Al model to a Microsoft Foundry project. You assign a higher tokens per minute (TPM) allocation to the model. What is the result of this change?

  • A. The model generates shorter responses and additional source citations.
  • B. The model generates longer responses.
  • C. The speed and scale at which the model deployment can process inputs changes
  • D. The Azure region availability of the model changes.
Answer: C
Question #10

What are two types of generative Al models? Each correct answer presents a complete solution.NOTE: Each correct answer is worth one point.

  • A. transformer
  • B. computer vision
  • C. GPT
  • D. DALLE
  • E. natural language processing
Answer: C,D
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