How to Standardize M L Deployments at Large Scale

If you're like a relatively small company with like, only, few hundred people, they can usually kind ofa standardize that inter face and everyone just has to use that. But once you have many different teams kind of proliferating their own m l solutions, that can be a little bit more difficult to to standardize. Usually, when you get to deploying at large scale, you sort of have to a trade off certain certain actions or functions in these frameworks because they 're not efficient,. ad there's no good way to make them efficient.

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