Get Latest Aug-2026 Real AI-901 Exam Questions and Answers FREE [Q25-Q45]

Get Latest Aug-2026 Real AI-901 Exam Questions and Answers FREE

Truly Beneficial For Your Microsoft Exam (Updated 87 Questions)

Microsoft AI-901 Exam Syllabus Topics:

Topic Details
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.

 

QUESTION 25
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?

 
 
 
 

QUESTION 26
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 27
Hotspot Question
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 28
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.

 
 
 
 
 

QUESTION 29
You are developing an AI-powered customer support application. Which task is an example of the Microsoft responsible AI principle of inclusiveness?

 
 
 
 

QUESTION 30
Your company has thousands of recorded customer support calls in multiple languages stored as audio files in Azure Storage.
You need to generate text transcripts of all the recordings.
Which Azure Speech in Foundry Tools capability should you use?

 
 
 
 

QUESTION 31
Hotspot Question
Select the answer that correctly completes the sentence.

QUESTION 32
Which Azure Machine Learning capability should you use to quickly build and deploy a predictive model without extensive coding?

 
 
 
 

QUESTION 33
You plan to create an AI application that will read the license plates of motor vehicles by using Azure AI Foundry. The solution will be billed via tokens for inputs and outputs to the API. Which deployment option should you use?

 
 
 
 

QUESTION 34
Hotspot Question
Select the answer that correctly completes the sentence.

QUESTION 35
Hotspot Question
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 36
You need to convert written customer notifications into natural-sounding spoken audio that can be played over a phone system. Which Azure Speech in Foundry Tools capability should you use?

 
 
 
 

QUESTION 37
You are developing an application that extracts fields from PDFs by using Azure Content Understanding in Foundry Tools.
You need to use the Python SDK to submit a PDF for analysis and retrieve the extraction results.
What should you do?

 
 
 
 

QUESTION 38
Hotspot Question
Select the answer that correctly completes the sentence.

QUESTION 39
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 40
Hotspot Question
You are developing an application that converts text into spoken audio and saves the synthesized audio to a file by using Azure Speech in Foundry Tools.
How should you complete the Python code? To answer, select the appropriate option in the answer area.
NOTE: Each correct selection is worth one point.

QUESTION 41
Hotspot Question
Select the answer that correctly completes the sentence.

QUESTION 42
Hotspot Question
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 43
Select the answer that correctly completes the sentence.

QUESTION 44
You have a Microsoft Foundry project that contains a vision-enabled model deployment.
You need to develop an application that sends a message containing text and an image URL. The solution must ensure the quickest response time.
Which message structure should you include in the request?

 
 
 
 

QUESTION 45
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.

 
 
 
 
 

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