# Other Analytics Services

## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2FSWAkyUrHg1wKoIWvP6K0%2Fimage_2025-04-11_161508244.png?alt=media&#x26;token=60cfb49e-6b9c-4335-ace6-433ca48de28a" alt="" data-size="line"> **AWS Athena**

A serverless query service that allows you to analyze data directly in Amazon S3 using SQL. It is ideal for ad hoc querying and supports standard formats like JSON, CSV, and Parquet.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2FIANVmHSkaFQdqlsau0E5%2Fimage_2025-04-11_161637874.png?alt=media&#x26;token=58c640b6-1c84-4e28-9cd8-312028a2297f" alt="" data-size="line"> **AWS Data Exchange**

A service for subscribing to and sharing third-party data. It simplifies access to public and commercial datasets from providers across industries while ensuring compliance and scalability.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2Fv4P5r588bXFC8ZSPrZCq%2Fimage_2025-04-11_161745330.png?alt=media&#x26;token=82ec234f-bb68-427c-8bd5-9596c490ab9e" alt="" data-size="line"> **AWS EMR (Elastic MapReduce)**

A managed service for processing and analyzing vast amounts of data using big data frameworks like Apache Hadoop, Spark, and Hive. It simplifies running analytics, machine learning, and ETL tasks on a scalable cluster.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2FubiS6nrcK5Jzc9rp5lqy%2Fimage_2025-04-11_161817153.png?alt=media&#x26;token=d96b7e15-d0dd-4370-826a-1445f7d9d585" alt="" data-size="line"> **AWS Glue**

A serverless data integration service for discovering, preparing, and combining data. It simplifies creating ETL workflows to move data between sources, enabling analytics and machine learning applications.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2FXfofOTf02oOduz6Pjiny%2Fimage_2025-04-11_161840337.png?alt=media&#x26;token=a5040c1e-09f8-47a2-bfb8-f2b228e69b74" alt="" data-size="line"> **AWS Kinesis**

A platform for collecting, processing, and analyzing real-time streaming data. It supports use cases like log processing, real-time analytics, and event-driven applications through services like Kinesis Data Streams, Data Firehose, and Data Analytics.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2Fv1Nosr7zWzqWEttp5AMk%2Fimage_2025-04-11_161908153.png?alt=media&#x26;token=3cb58bde-c9a8-463f-a33b-d3cc2ddf251a" alt="" data-size="line"> **AWS MSK (Managed Streaming for Apache Kafka)**

A fully managed service for building and running applications on Apache Kafka. It simplifies Kafka cluster management and integrates with other AWS services for streaming and processing data.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2FdJ2LkZgEr43OVM28XDJV%2Fimage_2025-04-11_161933497.png?alt=media&#x26;token=af29eb14-9829-47ff-83b9-e8d6451ded24" alt="" data-size="line"> **AWS OpenSearch Service**

A managed service that makes it easy to deploy, operate, and scale OpenSearch (successor to Elasticsearch) for search and analytics use cases, such as log analytics, application monitoring, and website search.

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## <img src="https://2332860236-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fq6mjlFfyDOi3mV0lemKE%2Fuploads%2Fo5mLizwM1ojApCCzzH87%2Fimage_2025-04-11_162012128.png?alt=media&#x26;token=3fe13bc0-7e96-49f8-b3e0-a36133cf6110" alt="" data-size="line"> **AWS Panorama (previously referred to as AWS Lookout or "Opensight")**

A machine learning service and edge appliance for analyzing video feeds locally. It allows businesses to add computer vision capabilities to existing cameras for use cases like quality control, safety monitoring, and predictive maintenance.
