How to test ML models in the real world
From standard ML metrics to production
Published in
9 min readJun 3, 2022
How often do you test ML models in a Jupyter notebook, get good results, but still cannot convince your boss that the model should be used right away?
Or maybe you manage to convince her and put the model in production, but you do not see any impact on business metrics?
