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There's a great paper from Google about this "Machine Learning: The High Interest Credit Card of Technical Debt" [0] which discusses why you should use a framew
by gerbler 6y ago
There's a great paper from Google about this "Machine Learning: The High Interest Credit Card of Technical Debt" [0] which discusses why you should use a framework to deploy ML models (the authors are involved in developing TFX).
In my experience, spending time explaining results to the business is also a very time consuming element of deploying a model too.
0:https://research.google/pubs/pub43146/ https://research.google/pubs/pub43146/