
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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Is There a Way to Calculate Features?
There is no way to calculate features. Let's call it lazily in a lazy way. You always need to calculate them, even though maybe you won't need to. So if you don't need a feature yet, but the data has already come in, only once you hit the rest of the API, only then you calculate the feature. That's an idea to look into for feature store vendors. It probably could be implemented. Our aim has to sum up, maybe that's to close things because I learn a lot. At least for me, it was very fruitful. Maybe we went sometimes too deep, but your posts are rather deeper this way. They didn't want to talk
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