A company needs to query and analyze data stored in Amazon S3 using a programming language. Which AWS service should they use?
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Correct answer: Amazon Athena.
Why this is the answer
Amazon Athena is an interactive query service that makes it easy to analyze data directly in Amazon S3 using standard SQL. It is serverless, so you only pay for the queries you run. This makes it ideal for ad-hoc analysis and querying data stored in S3 without needing to load it into a separate database. Amazon Kendra is an intelligent search service, not a query service for S3 data. Amazon Comprehend is a natural language processing (NLP) service, used for text analysis, not querying structured or semi-structured data in S3. Amazon SageMaker is a machine learning service for building, training, and deploying models, not for direct SQL querying of S3 data.
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