Mar 27, 2023Liked by Aurimas Griciūnas

(Graph 1) Feature Stores might or might not have a Feature Transformation Layer that manages its own compute resources.

Can you elaborate more about this? Which vendors provides this layer?

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Yes ofcourse, these are now called Feature Platforms rather than just Feature Stores as they allow you to manage the business logic inside of their offering either defining it via SDK or via UI. The transformations that you define in the platforms can be executed on top of the data that you ingest into the Feature Platform - it could be raw curated data or it could already have some transformations included (up to you). Two providers that support this are Tecton and FeatureForm.

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