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ML platform teams, features stores, versioning in data pipelines, and where MLOps extends DevOps with Aurimas Griciūnas and Piotr Niedźwiedź

ML Platform Podcast

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What Is a Feature Store?

So feature store, it doesn't provide this DVC functionality out of the box, but it provides feature versioning in data engineering way. So usually what you would do is a feature store, you would worry batch data sets for training,. And you want a version that that's just what you want to do, the feature data version. The feature stores usually provide an API, not the API, but so-called feature views, call differently in different feature store providers.

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