Microsoft AI-901 : Microsoft Azure AI Fundamentals

AI-901 real exams

Exam Code: AI-901

Exam Name: Microsoft Azure AI Fundamentals

Updated: Oct 20, 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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Microsoft Azure AI Fundamentals Sample Questions:

Question #1

You need to compare the costs of large language models (LLMs) for a generative AI solution.
What should you use in the Microsoft Foundry portal?

  • A. Compliance
  • B. Model leaderboard
  • C. Evaluator catalog
  • D. Tools
Reveal Solution  Discussion  0

Correct Answer: B  πŸ—³οΈ

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Question #2

Which statement is an example of a Microsoft responsible Al principle?

  • A. Al systems must use only publicly available data.
  • B. Al systems must keep personal details public.
  • C. Al systems must be understandable.
  • D. Al systems must protect the interests of the company.
Reveal Solution  Discussion  0

Correct Answer: C  πŸ—³οΈ

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Question #3

Stating the source of the data used to train a model is an example of which responsible Al principle?

  • A. fairness
  • B. transparency
  • C. reliability and safety
  • D. privacy and security
Reveal Solution  Discussion  0

Correct Answer: B  πŸ—³οΈ

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Question #4

Which natural language processing feature can be used to identify the main talking points in customer feedback surveys?

  • A. language detection
  • B. entity recognition
  • C. translation
  • D. key phrase extraction
Reveal Solution  Discussion  0

Correct Answer: D  πŸ—³οΈ

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Question #5

Select the answer that correctly completes the sentence.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Azure Content Understanding in Foundry Tools uses transcription to convert speech to text from audio and video.
Transcription is the process of converting spoken audio into written text. In Azure Content Understanding, audio and video analyzers can use transcription to produce text transcripts from spoken content.
The other options are incorrect:
diarization identifies or separates speakers, such as "Speaker 1" and "Speaker 2." key phrase extraction identifies important phrases from text after text exists.
synthesis converts text into spoken audio, which is the opposite direction of speech-to-text.

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