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

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CHAPTER

The Advantages and Disadvantages of a Data Processing Platform

You need to understand the process, like how exactly models are built in order to understand that this actually makes the difference. Like if I want my batch jobs to be fast, then this platform does not work for me. Maybe I need to build my own stuff with Spark or whatever. That's what, for example, a team in L.V. heavily using SageMaker as well.

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