Online gradient descent written in SQL • Max Halford
Edit: this post generated a few insightful comments on Hacker News. I’ve also put the code in a notebook for ease of use. Introduction Modern MLOps is complex because it involves too many components. You need a message bus, a stream processing engine, an API, a model store, a feature store, a monitoring service, etc. Sadly, containerisation software and the unbundling trend have encouraged an appetite for complexity. I believe MLOps shouldn’t be this complex.
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There are many good tutorials about how WITH RECURSIVE works, so I won’t expand on it

Skill issue but I’ve never understood how is works

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