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Microsoft Certified:Azure AI Fundamentals

Domain 4Objective 2

Identify Azure Tools and Services for NLP Workloads AI-900 Practice Questions (Page 3)

Part of the Describe features of Natural Language Processing (NLP) workloads on Azure domain, which accounts for 15–20% of the AI-900 exam. Microsoft does not publish an official question count, but from its 60-minute exam (~25–40 total, ~4–8 in this domain), expect 2–4 from this objective — we provide 23 practice questions to prepare you well beyond it. (estimate)

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23questions here
5free pages
8concepts
15–20%of the exam

Questions 11–15

  1. 11application · medium

    A legal firm wants to transcribe recorded depositions into text for searchable archives. The recordings are in English and contain multiple speakers. Which Azure service should you use?

    Select an answer first
  2. 12expert · hard

    A multinational company is building a real-time meeting translation tool. The tool must translate spoken English into spoken Spanish for participants. They also need to ensure that the translated speech sounds natural and preserves the speaker's tone. Which Azure AI Speech feature should they use?

    Select an answer first
  3. 13application · medium

    A customer support team receives thousands of free-text survey responses daily. Management wants to automatically identify whether each response is positive, negative, or neutral, and also extract the product names mentioned. Which Azure service should you use?

    Select an answer first
  4. 14application · medium

    A global customer service hotline receives calls in multiple languages. The system must transcribe the caller's speech and translate it into English in real time for the agent. Which Azure service should you use?

    Select an answer first
  5. 15foundation · medium

    Which Azure service provides capabilities for speech-to-text, text-to-speech, and speech translation?

    Select an answer first
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