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

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How to Draft an Infrastructure for a Profit-Oriented Organization

Sometimes I encounter problems when trying to build a whole pipeline from scratch with no models built yet. Do you even need to think about building the platform before building the model? What should come first? Yeah, good question. Usually how it goes, you would have a set of models already running, generating some kind of business value. And then you would look at what would it have saved us on the one hand if we had a platform. How many models do we actually expect to have in a year in two years and five years?"

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