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 41:

    HOTSPOT

    You are developing a multimodal application by using Microsoft Foundry. The application must accept both images and text as input.

    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 42:

    You are using the Azure Speech SDK to develop a Python application that supports real-time spoken conversations.

    Which Azure speech class should you use to configure the connection to the Azure Speech service?

    A. AudioConfig
    B. SpeechSynthesizer
    C. AuditOutputConfig

  • Question 43:

    You have a Microsoft Foundry project that contains a vision-enabled model deployment.

    You use the Azure OpenAI Responses API to send a prompt to the model.

    You need to provide an image for analysis.

    Which content item should you include in the request?

    A. image_base64
    B. image_generation
    C. output_image
    D. input_image

  • Question 44:

    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.

  • Question 45:

    You need to create an AI agent in Microsoft Foundry that follows a specific role and behavior when responding to users.

    What should you configure?

    A. tokens per minute (TPM)
    B. system instructions
    C. temperature
    D. max completion tokens

  • Question 46:

    HOTSPOT

    A company is building a solution that extracts information from invoices, receipts, contracts, and other scanned business documents.

    Information extraction solutions that detect and read text in scanned documents and images rely on

    _______.

    Select the answer that correctly complete the sentence.

  • Question 47:

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

    Which text analysis technique should you use?

    A. sentiment analysis
    B. key phrase extraction
    C. named entity recognition
    D. summarization

  • Question 48:

    Which two actions support the Microsoft responsible AI principle of transparency? Each correct answer presents part of the solution.

    NOTE: Each correct selection is worth one point.

    A. Tell users when they are interacting with an AI system.
    B. Encrypt confidential training data.
    C. Explain the intended capabilities and limitations of the AI system.
    D. Test outputs for unfair demographic bias.
    E. Provide screen reader support for the user interface.

  • Question 49:

    HOTSPOT

    You are developing a generative AI application in Microsoft Foundry. The application uses a deployed model, system prompts, and grounding data to generate responses for users.

    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 50:

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

    Which feature does Azure Content Understanding use to convert audio to text?

    A. Voice Live
    B. key phrase extraction
    C. transcription
    D. optical character recognition (OCR)

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