AWS – Amazon SageMaker Feature Store extends SageMaker Python SDK to support offline store

Today, Amazon SageMaker Feature Store is announcing SageMaker Python SDK support for its offline store. Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store, update, search, and share machine learning (ML) features. SageMaker Feature Store offline store contains historical ML features, and you can use it to generate training data sets for training and batch inference. Until today, you had to use Athena and Glue and write ad hoc SQL queries to create these training datasets. 

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