Microsoft AI-900 practice materials Questions Answers

Exam Code:
AI-900
Exam Name:
Microsoft Azure AI Fundamentals Exam
Last Update:
Jun 01,2026

326 Questions Answers Verified by Experts!


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Microsoft AI-900 Questions for Azure AI Fundamentals Certification Exam 2026

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Page: 1 / 64
Total Questions: 319

Questions & Answers PDF

• Question 1

  

  In which two scenarios can you use speech recognition? Each correct answer presents a complete solution.NOTE: Each correct selection is worth one point.

  • an in-car system that reads text messages aloud
  • providing closed captions for recorded or live videos
  • creating an automated public address system for a train station
  • creating a transcript of a telephone call or meeting

  Reveal Answer Answer: B, D Next Question

• Question 2

  

  You deploy the Azure OpenAI service to generate images.You need to ensure that the service provides the highest level of protection against harmful content.What should you do?

  • Configure the Content filters settings.
  • Customize a large language model (LLM).
  • Configure the system prompt
  • Change the model used by the Azure OpenAI service.

  Reveal Answer Answer: A Next Question

• Question 3

  

  What should you implement to prevent hateful responses from being returned by a generative Al solution?

  • abuse monitoring
  • content filtering
  • fine-tuning
  • prompt engineering

  Reveal Answer Answer: B Next Question

• Question 4

  

  Which format should you use to send requests to a REST API endpoint for Azure OpenAI?

  • CSV
  • ISON
  • XML
  • YAML

  Reveal Answer Answer: B Next Question

• Question 5

  

  Extracting relationships between data from large volumes of unstructured data is an example of which type of Al workload?

  • computer vision
  • knowledge mining
  • natural language processing (NLP)
  • anomaly detection

  Reveal Answer Answer: B Next Question

• Question 6

  

  You need to identify groups of rows with similar numeric values in a dataset. Which type of machine learning should you use?

  • clustering
  • regression
  • classification

  Reveal Answer Answer: A Next Question

• Question 7

  

  You are building an Al-based loan approval app.You need to ensure that the app documents why a loan is approved or rejected and makes the report available to the applicant.This is an example of which Microsoft responsible Al principle?

  • fairness
  • inclusiveness
  • transparency
  • accountability

  Reveal Answer Answer: C Next Question

• Question 8

  

  For which two workloads can you use computer vision? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

  • creating photorealistic images by using three-dimensional models
  • assigning the color pixels in an image to object names
  • describing the contents of an image
  • detecting inconsistencies and anomalies in a stream of data
  • creating visual representations of numerical data

  Reveal Answer Answer: B, C Next Question

• Question 9

  

  When you design an AI system to assess whether loans should be approved, the factors used to make the decision should be explainable.This is an example of which Microsoft guiding principle for responsible AI?

  • transparency
  • inclusiveness
  • fairness
  • privacy and security

  Reveal Answer Answer: A Next Question

• Question 10

  

  You plan to develop a bot that will enable users to query a knowledge base by using natural language processing.Which two services should you include in the solution? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.

  • Language Service
  • Azure Bot Service
  • Form Recognizer
  • Anomaly Detector

  Reveal Answer Answer: A, D Next Question

Page: 1 / 64
Total Questions: 319

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