#ml-ops

Alerting for ML Model Drift: A Practical Setup

Drift alerting fails in one of two ways — it never fires, or it fires constantly until everyone mutes it. A concrete setup for alerts that fire when performance is actually at risk, and stay quiet when it isn't.