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by jeffreysmith 3024 days ago
Shameless plug: I cover this topic in my book, Reactive Machine Learning Systems: https://www.manning.com/books/reactive-machine-learning-syst... In particular, chapters 7 and 8 cover the design of model servers and model microservices, from publishing through to serving. And chapter 9 focuses on how build CI/CD pipelines for ML systems.

Definitely lots more options than I even had space to cover in a single book, though. This is an area where the tooling continues to rapidly improve.