#covariate-shift

I Finally Understand Data Drift: Your ML Model Didn't Break, The Data Changed.

I used to think that once my model was trained on good data, the data problem was basically over. Then I learned about data drift. And suddenly I had a slightly uncomfortable question: What happens wh