AI-901 Microsoft · Fundamentals

AI-901 practice test

Microsoft Azure AI Fundamentals. Practice exam aligned to the AI-901 skills measured (April 2026): AI concepts and responsible AI, AI workloads, and implementing generative AI, agents, text, speech, vision and information extraction with Microsoft Foundry.

  • 6 practice tests + challenge test
  • 350 questions
  • 40 questions, 45 min per test
  • Pass at 70%

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Free AI-901 sample questions

3 questions from the free diagnostic, with answers and explanations.

Question 1 · Identify AI workloads

An online shop wants an app that looks at product photos and labels each one as shirt, shoe or bag. Which AI workload is this?

  1. Computer vision (image classification)
  2. Computer vision (object detection)
  3. Anomaly detection
  4. Natural language processing
Show answer

Answer: A (Computer vision (image classification))

Assigning a label to a whole image is image classification, a computer vision workload.

Question 2 · Describe principles of responsible AI

A loan-approval model gives less favorable results to applicants of one gender whose finances are otherwise identical. Which responsible AI principle does this violate?

  1. Fairness
  2. Privacy and security
  3. Reliability and safety
  4. Inclusiveness
Show answer

Answer: A (Fairness)

Fairness means an AI system should treat similar people in the same way, whatever their gender, ethnicity or other characteristics.

Question 3 · Implement AI solutions for text and speech by using Foundry

Which capability turns recorded customer phone calls into written transcripts?

  1. Speech to text
  2. Text to speech
  3. Speech translation
  4. Language detection
Show answer

Answer: A (Speech to text)

Speech to text (speech recognition) converts spoken audio into text.

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What the AI-901 practice covers

Share of practice questions per skill area.

  • Implement generative AI apps and agents by using Foundry22%
  • Identify AI workloads16%
  • Identify AI model components and configurations14%
  • Describe principles of responsible AI12%
  • Implement AI solutions for text and speech by using Foundry12%
  • Implement computer vision and image-generation solutions by using Foundry12%
  • Implement AI solutions for information extraction by using Foundry12%

Question formats

  • Single choice
  • Multiple select
  • Hotspot (drop-down and yes/no)
  • Drag-and-drop matching
  • Drag-and-drop select and place
  • Case studies
  • Exhibits (screenshots, diagrams and code)

Career path: Fundamentals

Cloud, data, AI, security and Power Platform basics for anyone starting out, and for business roles working with technical teams.

  1. AZ-900
  2. DP-900
  3. AI-901
  4. SC-900
  5. PL-900

Guides

AI-901 practice test FAQ

Is there a free AI-901 practice test?

Yes. Create a free account and take the AI-901 free diagnostic: 10 questions across every skill area of the exam, with a study plan for the topics to work on. You can retake it as often as you like.

How many questions are in each ExamKite AI-901 practice test?

Each full practice test has 40 questions with a 45-minute timer, and you pass at 70%. There are 6 practice tests plus a harder challenge test, with 350 questions in total.

Which question formats does the AI-901 practice include?

Single choice, multiple select, hotspot (drop-down and yes/no), drag-and-drop matching, drag-and-drop select and place, case studies and exhibits (screenshots, diagrams and code), the same formats you meet on the real exam.

Are these real AI-901 exam questions?

No. They are original questions written for ExamKite and mapped to the Microsoft skills outline, never copied from the real exam. Using leaked exam questions breaks the certification provider's exam rules and can get your certification revoked.

More answers in the full FAQ.

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