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AI-901 Exam Practice Questions

Azure AI Fundamentals

AI-901 English PDF practice questions: 158 questions in source order, with options supported by the source format, answers and available explanations. Access covers this exam only. One-time payment; no automatic renewal.

Exam overview

For early-career candidates learning Azure AI solution concepts and foundational application-development skills.

Exam code
AI-901
Official exam / credential
Azure AI Fundamentals
Exam format
Proctored assessment; interactive items may be included
Official exam languages
English, Arabic (Saudi Arabia), Simplified Chinese, Traditional Chinese, French, German, Indonesian, Italian, Japanese, Korean, Portuguese (Brazil), Russian, Spanish

Official exam languages and practice-question file languages are listed separately. Confirm the exam version and available languages when booking with the provider.

Official sources: Provider reference
Information checked: 2026-10-20

Supported languages

  • English
  • Simplified Chinese
Try before you buy

First 20 practice questions

158 total questions

Questions follow the source order. Expand each answer to see its explanation.

Disclaimer: All questions on ExamPico are compiled from internet sources and are provided for study reference only.

Question 16

Question#16Topic1

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?

  1. A. image analysis
  2. B. image generation
  3. C. object detection
  4. D. optical character recognition (OCR)
Show answer and explanation

Answer

B

Explanation

Image generation creates new visual content from text descriptions.

Question 17

Question#17Topic1

HOTSPOT -
Select the answer that correctly completes the sentence.
Question illustration

Show answer and explanation

Answer

A

Explanation

Reading text from images and scanned documents uses computer vision capabilities such as OCR.

Question 18

Question#18Topic1

You have a Microsoft Foundry project that has a generative AI model deployment.
You need to ensure that responses generated by the model minimize costs and remain within a defined length.
Which parameter should you configure?

  1. A. Top P
  2. B. Temperature
  3. C. Max Completion Tokens
  4. D. Model version settings
Show answer and explanation

Answer

C

Explanation

Max Completion Tokens limits response length, which helps control cost and keep outputs within a defined size.

Question 19

Question#19Topic1

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Question illustration

Show answer and explanation

Answer

YNY

Explanation

Accountability includes human oversight and transparency about who built the system; production deployment still requires monitoring.

Question 20

Question#20Topic1

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?

  1. A. Named Entity Recognition (NER)
  2. B. key phrase extraction
  3. C. sentiment analysis
  4. D. summarization
Show answer and explanation

Answer

A

Explanation

Named Entity Recognition (NER) identifies people, organizations, locations, and other entities in text.

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