AWS Sagemaker users can now use the Hopsworks Feature Store as a standalone service to manage their features for model training and model serving.

In a notebook, AWS Sagemaker users import the hops-cloud-sdk library and then they can compute features and register them with the Feature Store or more commonly discover and understand available features and then generate train/test datasets by combining available features (see examples here).

Enterprise security is enabled by using the notebook's IAM Role to securely retrieve a Feature Store API key for interacting with the Feature Store.