Microsoft Azure AI Fundamentals Natural Language Processing

Question 1

Which Azure service is primarily used for detecting the language of a text input?

Accepted Answer

Azure Language Detection API in Azure AI Language

Answer

Azure Translator

Answer

Azure Speech Service

Answer

Azure Form Recognizer

Question 2

What NLP task involves identifying people, places, and organizations mentioned in text?

Accepted Answer

Named Entity Recognition (NER)

Answer

Sentiment analysis

Answer

Key phrase extraction

Answer

Language detection

Question 3

Which Azure service enables real-time speech-to-text transcription?

Accepted Answer

Azure AI Speech

Answer

Azure AI Language

Answer

Azure Translator

Answer

Azure Bot Service

Question 4

What is the purpose of sentiment analysis in Azure AI Language?

Accepted Answer

Determine if text expresses positive, negative, or neutral opinion

Answer

Translate text between languages

Answer

Extract named entities from text

Answer

Summarize long documents

Question 5

Which capability allows Azure AI Language to identify the main topics discussed in a document?

Accepted Answer

Key phrase extraction

Answer

Sentiment analysis

Answer

Language detection

Answer

Entity linking

Question 6

What Azure service would you use to build a conversational bot that understands natural language queries?

Accepted Answer

Azure Bot Service with Azure AI Language (CLU)

Answer

Azure AI Vision

Answer

Azure Form Recognizer

Answer

Azure AI Search