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[D] Tips for effectively monitoring my model in production?

There is plenty of literature about training models. However: How can I effectively monitor my models once they are deployed and live?

Things that I would like to monitor:
– Accuracy
– Does my live input data represent my training data

Do you know any tools for monitoring these metrics? And are there other metrics that you think I should monitor?
Thanks

submitted by /u/research-panda
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.