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

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CHAPTER

Building a Platform in Parallel to a Business Case

There are some pieces of a platform that already make a lot of sense with one model. There are other parts of the platform where it's going to be very difficult to build the platform in a targeted way. Usually you would want to have at least a user, a customer or customer base that kind of knows which use cases are coming up. If you don't have anything, then it's a lot about guessing, estimating what's going to come can work. And I think every person who builds a platform has experienced this thinking too far ahead.

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