ML Drift

ML Drift: Production Models Can Become Stale Unnoticed for Months

Machine learning models in production can become stale over time, a phenomenon known as ML drift, which can go unnoticed for months. This article suggests methods to prevent such drift by implementing end-to-end monitor…