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Evaluation Stores and Feature Stores - Better Together.

Feature Logging from KServe to the Feature Store.

Online
March 22, 2022
10:00 am
-
11:00 am
PT

Online models generate predictions from prediction requests and these predictions should be logged and made available to (1) evaluate the online performance of models and (2) feature stores to enable the creation of new features and training data.

In this talk, we will show you how you can use the Hopsworks Feature Store as both an Evaluation Store (investigate  the performance of models in near real-time and using analytical queries) and a Feature Logging target for prediction requests and prediction outcomes.

What you will learn:

  • What are evaluation stores;
  • What are feature stores;
  • How we unify evaluations stores in the Hopsworks Feature Store.

Speakers

Speaker

Tags

Feature Store

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