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Amazon Analytics provides a suite of services to collect, process, and analyze large datasets. It helps businesses gain insights from their data to improve decision-making, optimize operations, and create better customer experiences. Key services include Amazon Athena for querying data stored in S3, Amazon Kinesis for real-time data streaming, and Amazon Redshift for data warehousing.