Is There a Seam Between Users and Operators of Machine Learning Systems?

Feature stores were not really around five years ago. They're being used by a lot of smaller organizations that are trying to build these types of things and running into problems they can't put on Google or Facebook. So there's a lot more interest in trying to find these kind of off the shelf systems that help out. The whole idea with the feature store is that we can just have the data scientists define their features once in a way that they understand.

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