Python Live | An Introduction to Practical MLOps

Amber Sutch hosts Andy McMahon in this latest installment of Python Live.

I’ll be introducing the main concepts of MLOps in a way that is tool independent, with a focus on defining good processes and architecture for your ML systems.

I’ll then dive into some concrete examples that show how to start building up these MLOps processes in your Python code. I’ll finish off with some views on how to scale all this up to the Enterprise level and some of the challenges that entails.

I’ll keep referring back to my book where I’ve written a lot of this down and I’ll point to some of the cool and publicly shared work we’ve done at NatWest with AWS on enterprise scale MLOps." - Andy McMahon

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