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ML Ops in Production

Data Skeptic

CHAPTER

How Do I Leverage ClearML to Push the Compute Into the Cloud?

clearML is a tool that lets you run Jupyter notebooks on your local machine and then push them to the cloud. It uses an auto scaler for most of the popular cloud providers, but we're adding a new one that's 100% green. We store everything in the backend - think of it as like a also as a control plane. And that agent will pull jobs, set up the machine itself inside the cloud instance.

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