AI-900: Match the types of natural languages processing workloads to the appropriate scenarios

Question

DRAG DROP (Drag & Drop is not supported)
Match the types of natural languages processing workloads to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all.

NOTE: Each correct selection is worth one point.

Workloads Types:

• Entity recognition
• Key phrase extraction
• Language modeling
• Sentiment analysis
• Natural language processing
• Translation
• Speech recognition and speech synthesis

Answer Area:

• Extracts persons, locations, and organizations from the text.
• Evaluates text along a positive-negative scale.
• Returns text translated to the specified target language.

Answer

• Entity recognition: Extracts persons, locations, and organizations from the text.
• Sentiment analysis: Evaluates text along a positive-negative scale.
• Translation: Returns text translated to the specified target language.

Explanation

Box 1: Entity recognition
Classify a broad range of entities in text, such as people, places, organisations, date/time and percentages, using named entity recognition. Whereas:- Get a list of relevant phrases that best describe the subject of each record using key phrase extraction.

Box 2: Sentiment analysis
Sentiment Analysis is the process of determining whether a piece of writing is positive, negative or neutral.

Box 3: Translation
Using Microsoft’s Translator text API

This versatile API from Microsoft can be used for the following:

• Translate text from one language to another.
• Transliterate text from one script to another.
• Detecting language of the input text.
• Find alternate translations to specific text.
• Determine the sentence length.

Reference

• Microsoft Learn > Azure > Cognitive Services > Language Service > What is Named Entity Recognition (NER) in Azure Cognitive Service for Language?
• Text analytics

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.