Microsoft AI-901 Q&A - in .pdf

  • AI-901 pdf
  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
  • Updated: Oct 14, 2026
  • Q & A: 132 Questions and Answers
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  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
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  • Updated: Oct 14, 2026
  • Q & A: 132 Questions and Answers
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Microsoft AI-901 Q&A - Testing Engine

  • AI-901 Testing Engine
  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
  • Updated: Oct 14, 2026
  • Q & A: 132 Questions and Answers
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Microsoft AI-901 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Identify AI concepts and capabilities: This domain covers the foundational knowledge of AI from ethical principles and responsible design to understanding how AI models work and what kinds of tasks they can perform. It also explores the full range of AI workloads including generative AI, computer vision, speech, and information extraction.
Topic 2
  • Implement AI solutions by using Microsoft Foundry: This domain is hands-on and focuses on building and deploying AI solutions using the Microsoft Foundry platform and its associated tools. It spans generative AI apps, text and speech processing, computer vision, and document intelligence all implemented through the Foundry portal and SDK.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-901

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AI-901 exam dumps

Microsoft Azure AI Fundamentals Sample Questions:

Question #1

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.

  • A. selects which model to use
  • B. defines the Azure region where inference occurs
  • C. defines constraints on the model ' s responses
  • D. defines the agent ' s role and behavior
  • E. defines the tokens per minute (TPM) allocation for the model
Reveal Solution  Discussion  0

Correct Answer: C,D  🗳️

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Question #2

Capturing text from images is an example of which type of Al capability?

  • A. image description
  • B. object detection
  • C. text analysis
  • D. optical character recognition (OCR)
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

You have a Microsoft Foundry project that contains a generative AI model deployment.
You test the model by using the Foundry playground.
You need to develop an application that sends requests to the deployed model.
Which information must the application include to call the model?

  • A. The model endpoint and authentication credentials
  • B. The Foundry project display name
  • C. The exported playground session history
  • D. The model training dataset
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

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. input_image
  • B. image_generation
  • C. output_image
  • D. image_base64
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

Select the answer that correctly completes the sentence.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

The completed sentence is:
Ensuring that human reviewers oversee AI-generated decisions and remain responsible for the final output is an example of the Microsoft responsible AI principle of accountability.
Accountability means people and organizations remain responsible for AI systems and their effects. Human review and responsibility for final decisions are examples of accountability.
The other options are incorrect:
fairness focuses on avoiding bias and treating people fairly.
privacy and security focuses on protecting data and restricting access.
transparency focuses on explaining AI use, capabilities, and limitations.

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