AI-901 Exam Details

  • Exam Code
    :AI-901
  • Exam Name
    :Microsoft Azure AI Fundamentals (Updated Version)
  • Certification
    :Microsoft Certifications
  • Vendor
    :Microsoft
  • Total Questions
    :70 Q&As
  • Last Updated
    :Jul 14, 2026

Microsoft AI-901 Online Questions & Answers

  • Question 21:

    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?

    A. document analyzer
    B. video analyzer
    C. audio analyzer
    D. image analyzer

  • Question 22:

    HOTSPOT

    You deploy a vision-enabled GPT model in Microsoft Foundry to support image analysis and multimodal interactions.

    After deploying the model, you need to integrate it with a custom application so that users can submit requests and receive responses from the deployed model.

    After deploying a vision-enabled GPT model in Microsoft Foundry, you can configure an application to send requests to the _______.

    Select the answer that correctly completes the sentence.

  • Question 23:

    You want to compare available models and deploy one for a generative AI application in Microsoft Foundry.

    Which Foundry portal feature should you use?

    A. Model catalog
    B. Content Understanding result viewer
    C. Speech transcription history
    D. Responsible AI dashboard only

  • Question 24:

    DRAG DROP

    You have a Microsoft Foundry project that contains a model deployment.

    You are developing an application that sends an image and a user question to the model.

    You need to send both text and image content in the same request so the model can return an answer.

    How should you complete the Python code? To answer, drag the appropriate values to the correct targets.

    Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

    NOTE: Each correct selection is worth one point.

    Select and Place:

  • Question 25:

    HOTSPOT

    You are exploring the available foundation models in Microsoft Foundry and want to compare model capabilities, supported modalities, pricing, and deployment options before selecting a model for your solution.

    The _______ is used for comparing and deploying a wide range of models for generative AI development in Microsoft Foundry.

    Select the answer that correctly complete the sentence.

  • Question 26:

    You need to extract information from audio files and videos by using Microsoft Foundry Tools.

    Which capability should you evaluate?

    A. Content Understanding
    B. model quota management
    C. system prompt tuning
    D. model catalog filtering

  • Question 27:

    HOTSPOT

    Your organization is implementing Microsoft Responsible AI principles when developing AI-powered applications.

    The Microsoft Responsible AI principle of transparency requires that AI systems _______.

    Select the answer that correctly completes the sentence

  • Question 28:

    [Foundry]

    Based on the image provided, here is the transcribed text:

    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?

    A. image generation
    B. image analysis
    C. object detection
    D. optical character recognition (OCR)

  • Question 29:

    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?

    A. speaker recognition
    B. speech synthesis
    C. speech recognition
    D. speech translation

  • Question 30:

    HOTSPOT

    A company implements a review process in which human experts validate AI-generated recommendations before final decisions are made.

    Ensuring that human reviewers oversee AI-generated decisions and remain responsible for the final output is an example of which Microsoft Responsible AI principle?

    Select the answer that correctly completes the sentence.

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