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AI-901 Real Exam Questions

Microsoft Azure AI Fundamentals (Updated Version)

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Question 1 Hotspot

HOTSPOT

You are designing prompts for a generative AI application that uses a large language model (LLM).

For each of the following statements about system prompts, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

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Question 2 Single choice

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

    Temperature

  2. B

    Max Completion Tokens

  3. C

    Top P

  4. D

    Model version settings

Show answer and explanation

Correct answer: B

Question 3 Single choice

You are developing an application that analyzes voicemail recordings by using Azure Content Understanding in Foundry Tools.

You need to extract a transcript and structured information from the recordings.

Which type of analyzer should you use?

  1. A

    document analyzer

  2. B

    video analyzer

  3. C

    audio analyzer

  4. D

    image analyzer

Show answer and explanation

Correct answer: C

Question 4 Single choice

You need to identify mentions of people, companies, and places in support emails.

Which text analysis technique should you use?

  1. A

    sentiment analysis

  2. B

    key phrase extraction

  3. C

    named entity recognition

  4. D

    summarization

Show answer and explanation

Correct answer: C

Question 5 Multiple choice

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.

  1. A

    defines constraints on the model's responses

  2. B

    defines the agent's role and behavior

  3. C

    defines the Azure region where inference occurs

  4. D

    selects which model to use

  5. E

    defines the tokens per minute (TPM) allocation for the model

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Correct answers: A, B

Question 6 Single choice

You are building an app that sends prompts to a model in Microsoft Foundry.

What must exist before the app can call the model?

  1. A

    a deployed model endpoint

  2. B

    a sentiment analysis project

  3. C

    a Content Understanding schema

  4. D

    a speech synthesis voice

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Correct answer: A

Question 7 Hotspot

HOTSPOT

Your organization is reviewing an AI system to ensure that its predictions do not unfairly favor or disadvantage users from different demographic groups.

Evaluating model outcomes across demographic groups to reduce bias is an example of which Microsoft Responsible AI principle?

Select the answer that correctly completes the sentence.

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Question 8 Single choice

A company wants an AI system to avoid unfair outcomes for users from different demographic groups.

Which Microsoft responsible AI principle addresses this requirement?

  1. A

    Transparency

  2. B

    Fairness

  3. C

    Accountability

  4. D

    Inclusiveness

Show answer and explanation

Correct answer: B

Question 9 Hotspot

HOTSPOT

You are designing a real-time voice assistant by using Voice Live in Microsoft Foundry.

For each of the following statements about Voice Live, select Yes if the statement is true. Otherwise, select
No.

NOTE: Each correct selection is worth one point.

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Question 10 Hotspot

HOTSPOT

You are developing a document processing solution by using Azure Content Understanding in Foundry Tools.

The solution must analyze uploaded documents and extract structured information from the content.

When content is submitted to Azure Content Understanding in Foundry Tools, the analysis is _______.

Select the answer that correctly completes the sentence.

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