O'Reilly logo

Effective Amazon Machine Learning by Alexis Perrier

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Introducing Athena

Athena was launched during the AWS re:Invent conference in December 2016. It complements other AWS SQL based services by offering a simple serverless service that directly interacts with S3. According to AWS, Amazon Athena is an interactive query service that makes it easy to analyze data directly from Amazon S3 using standard SQLSeveral attributes of Amazon Athena make it particularly adapted for data preparation with Amazon ML:

  • Athena can generate tables directly from data available in S3 in different formats (CSV, JSON, TSV, amazon logs, and others). Since datasources in Amazon ML are also S3-based, it is easy to manipulate files, perform various data transformation, and create various datasets on the fly to test ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required