MLOps

Estimating Performance of Regression Models Without Ground-Truth

Sounds like magic, but it’s actually quite simple.

Michał Oleszak
12 min readSep 30, 2022

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Deploying a machine learning model to production is just the first step in the model’s lifecycle. After the go-live, we need to continuously monitor the model’s performance to make sure the quality of its predictions stays high. This is…

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