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Microsoft Certified:Azure AI Fundamentals

Domain 4Objective 1

Identify Features of Common NLP Workload Scenarios AI-900 Practice Questions (Page 1)

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 27 practice questions to prepare you well beyond it. (estimate)

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27questions here
6free pages
8concepts
15–20%of the exam

Questions 1–5

  1. 1application · easy

    A navigation app wants to read out turn-by-turn directions to drivers. The directions are generated dynamically as text. Which Azure AI capability should the app use to convert the text into spoken instructions?

    Select an answer first
  2. 2expert · medium

    A content generation platform wants to automatically create product descriptions from a few keywords. They also want to ensure the descriptions are positive in tone. Which combination of Azure NLP features should they use?

    Select an answer first
  3. 3foundation · easy

    A company wants to automatically identify the most important words or phrases in customer reviews to quickly understand what topics are being discussed. Which Azure AI Language feature should they use?

    Select an answer first
  4. 4foundation · easy

    A company wants to automatically translate customer support emails from English to Spanish. Which Azure service should they use?

    Select an answer first
  5. 5application · medium

    A hospital wants to automatically extract patient names, dates of birth, and medication names from clinical notes, and also determine whether each note expresses a positive or negative outcome. Which Azure AI Language feature should they use?

    Select an answer first
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