Good article. I would suggest following it up with https://pair.withgoogle.com/chapter/data-collection/ https://pair.withgoogle.com/chapter/data-collection/ Mo

Good article. I would suggest following it up with https://pair.withgoogle.com/chapter/data-collection/ https://pair.withgoogle.com/chapter/data-collection/ Monitoring drift in the inputs, predictions, and performance are all crucial for any models in production. Personally, for input/target drift, I prefer using the D-stat from Kolmogorov–Smirnov test to look for any distribution changes.