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Adrian Cochrane (alcinnz@floss.social)'s status on Thursday, 09-Mar-2023 03:23:00 JST Adrian Cochrane

Online gradient descent written in SQL - Max Halford: https://maxhalford.github.io/blog/ogd-in-sql/
Simon Willison's summary: https://simonwillison.net/2023/Mar/7/online-gradient-descent-written-in-sql/
WITH RECURSIVE is a fascinating SQL clause to a computer scientist!
In conversation Thursday, 09-Mar-2023 03:23:00 JST from floss.social permalink
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1. Online gradient descent written in SQL • Max Halford
  
  from 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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