https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html
The Ultimate Guide to Model Retraining
By Luigi Patruno, Data Scientist and the founder of ML in Production.
“…one of the most important things you can do before deploying a model is to try to understand model drift in an offline environment…”