Amazon Redshift: Perform complex queries against structured and unstructured data for data warehousing.
AWS Glue: A serverless ETL engine for semi-structured data that produces a unified catalog of data in a data lake with metadata to make it searchable.
Amazon Sagemaker: A fully-managed ML service on Amazon Elastic Computer Cloud (EC2) enables users to scale operations, organize data, as well as build, train, and deploy ML models.
Amazon SageMaker Data Wrangler: Reduces the time to gather and prepare data for ML from weeks to minutes, and you can do everything from a single interface.
Amazon Athena: An interactive query service that enables rapid analysis of data stored in Amazon S3 or Glacier. It is quick, serverless, and utilizes standard SQL queries.
Amazon Elastic MapReduce (EMR): A service that processes large amounts of data using servers such as Spark and Hadoop.
Amazon Kinesis: Enables real-time gathering and processing of streaming data. It makes use of website clickstreams, application logs, and IoT device telemetry data.
Amazon OpenSearch: Search, analyze, and visualize petabytes of data.
Amazon QuickSight: Business Intelligence (BI) tool for fast and easy data visualization and dashboards without complex integrations.
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