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Feathr: LinkedIn's High-performance Feature Store // David Stein // Coffee Sessions #120
MLOps.community
What's Next for MLOps?
I've often felt frustrated at some feature stores that people are like Why don't you use this feature store and when I look at it? It's a glorified database. What is next for feature stores or maybe more generally MLOps? Yeah, I think that what is next For the things that I pay attention to you There are almost like a hierarchy of needs uh We started out with Having named features as entities people can reason about and can register and know what types they have. Then we added a bunch of you know Swiss army knife kind of capabilities to define certain common features based on raw datasets. And once we have better tools like we're building now there will be even more interest in
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