A customer experience team receives product reviews that are often sarcastic. They want to accurately determine the sentiment of each review and also identify the specific product aspects mentioned. Which approach should they take?

Use key phrase extraction alone, because it identifies aspects and implies sentiment

Combine sentiment analysis with key phrase extraction and review the results manually

Use entity recognition to identify product aspects and infer sentiment from the entities

Use sentiment analysis alone, because it is designed to handle sarcasm

A multinational retailer wants to analyze customer reviews that arrive in multiple languages. They need to determine the sentiment of each review and then translate the negative reviews into English for further analysis. Which Azure AI capabilities should they use?

Azure AI Language (Key Phrase Extraction) and Azure AI Translator

Azure AI Language (Sentiment Analysis) and Azure AI Translator

Azure AI Language (Entity Recognition) and Azure AI Speech (text-to-speech)

Azure AI Speech (speech-to-text) and Azure AI Translator

A chatbot for a travel agency needs to generate natural-sounding responses to customer queries. The responses should be in the same language the customer used. Which Azure AI capabilities should the chatbot use?

Sentiment Analysis and Key Phrase Extraction

Speech Recognition and Speech Synthesis

Key Phrase Extraction and Entity Recognition

Language Modeling and Translation

Microsoft Certified:Azure AI Fundamentals

Domain 4Objective 1

Identify Features of Common NLP Workload Scenarios AI-900 Practice Questions (Page 5)

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 21–25

21expert · hard
A customer experience team receives product reviews that are often sarcastic. They want to accurately determine the sentiment of each review and also identify the specific product aspects mentioned. Which approach should they take?
Select an answer first
22foundation · easy
An application needs to automatically identify and categorize mentions of people, organizations, and locations in news articles. Which Azure AI Language feature should be used?
Select an answer first
23foundation · easy
A company wants to create an application that reads aloud news articles to users. Which Azure service should they use?
Select an answer first
24application · medium
A multinational retailer wants to analyze customer reviews that arrive in multiple languages. They need to determine the sentiment of each review and then translate the negative reviews into English for further analysis. Which Azure AI capabilities should they use?
Select an answer first
25application · medium
A chatbot for a travel agency needs to generate natural-sounding responses to customer queries. The responses should be in the same language the customer used. Which Azure AI capabilities should the chatbot use?
Select an answer first

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Identify Features of Common NLP Workload Scenarios AI-900 Practice Questions (Page 5)

Questions 21–25

A customer experience team receives product reviews that are often sarcastic. They want to accurately determine the sentiment of each review and also identify the specific product aspects mentioned. Which approach should they take?

An application needs to automatically identify and categorize mentions of people, organizations, and locations in news articles. Which Azure AI Language feature should be used?

A company wants to create an application that reads aloud news articles to users. Which Azure service should they use?

A multinational retailer wants to analyze customer reviews that arrive in multiple languages. They need to determine the sentiment of each review and then translate the negative reviews into English for further analysis. Which Azure AI capabilities should they use?

A chatbot for a travel agency needs to generate natural-sounding responses to customer queries. The responses should be in the same language the customer used. Which Azure AI capabilities should the chatbot use?

You’ve practiced. Now get ready to pass.

Keep studying — Describe features of Natural Language Processing (NLP) workloads on Azure