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SageWorks Artifacts

API Classes

For most users the API Classes will provide all the general functionality to create a full AWS ML Pipeline

Welcome to the SageWorks Core Artifact Classes

These classes provide low-level APIs for the SageWorks package, they interact more directly with AWS Services and are therefore more complex with a fairly large number of methods.

  • AthenaSource: Manages AWS Data Catalog and Athena
  • FeatureSetCore: Manages AWS Feature Store and Feature Groups
  • ModelCore: Manages the training and deployment of AWS Model Groups and Packages
  • EndpointCore: Manages the deployment and invocations/inference on AWS Endpoints

ML Pipeline