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From Scratch to Success: Building an MLOps Team and ML Platform - Simon Stiebellehner

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The Importance of Thin Layers in SageMaker

I believe that the layers around the existing pattern should be as thin as necessary. That means it always depends on what you really want to achieve. So there is one side where you basically say, I want my models to be built independent of whatever they are running on. What I want to do is improving the developer experience. Then a fairly thin layer, something that is really a matter of months to develop can be sufficient.

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