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Which AWS service would you use to detect sentiments (positive/negative/neutral) in customer reviews?
A
Amazon Rekognition
B
Amazon Transcribe
C
Amazon Comprehend
D
Amazon Translate
Explanation:
Amazon Comprehend is the correct AWS service for sentiment analysis. It is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text, including sentiment detection (positive, negative, neutral, or mixed).
Why other options are incorrect:
Amazon Rekognition: This service is for image and video analysis, not text sentiment analysis.
Amazon Transcribe: This service converts speech to text, but doesn't analyze sentiment in the transcribed text.
Amazon Translate: This service translates text between languages, but doesn't perform sentiment analysis.
Key Features of Amazon Comprehend:
Sentiment analysis (positive, negative, neutral, mixed)
Entity recognition (people, places, brands, etc.)
Key phrase extraction
Language detection
Syntax analysis
Topic modeling