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Effective Amazon Machine Learning by Alexis Perrier

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Choosing between RDS and Redshift

AWS offers no less than six different cloud database and SQL/NoSQL services: RDS, Aurora, DynamoDB, Redshift, Athena, and AWS Database Migration Service! Out of all these services, only two are compatible with Amazon Machine Learning: RDS and Redshift. You can store data in either service and create datasources from these sources. The datasource creation methods for the two services have similar parameters, but differ quite significantly when it comes to the underlying AWS service communication.

RDS and Redshift are very different services. Redshift is a data warehouse used to answer a few complex and long running queries on large datasets, while RDS is made for frequent, small, and fast queries. Redshift ...

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