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Brian Wylie edited this page Dec 30, 2023 · 1 revision

Welcome to SageWorks

SageWorks is powered by AWS® but focused on Science!

SageWorks: The scientist's workbench powered by AWS® for scalability, flexibility, and security. SageWorks is a medium granularity framework that manages and aggregates AWS® Services into classes and concepts. When you use SageWorks you think about DataSources, FeatureSets, Models, and Endpoints. Underneath the hood those classes handle all the details around updating and managing a complex set of AWS Services.

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All the power and none of the pain so that your team can Do Science Faster!

Visibility across your entire AWS ML Pipeline

Take Command of your AWS ML Pipeline: SageWorks gives you an overview of the entire set of AWS Data and ML Services. From this main dashboard you can quickly see new experiments, data, and models. Simple click on the various artifacts to drill down and get additional information.

Drill Down Web Interfaces

Now that we have a transparent overview of our entire ML system we can drill down to investigate details around our DataSources, FeatureSet, Models, and Endpoints.

Getting Started with SageWorks

Deeper Dives on the SageWorks Framework