Wire Drift Alerts to Retraining
Trigger pipelines from a drift signal automatically.
Close the Loop
Detecting drift is only half the job. The payoff comes when a drift signal automatically triggers a retraining pipeline instead of waiting for a human. 🔁
From Signal to Action
Your monitor already produces a drift score. The next step is turning a threshold breach into an event that some system can listen for and react to.
All lessons in this course
- Univariate vs Multivariate Drift
- Monitor Performance with Delayed Labels
- Tune Windows to Cut False Alarms
- Wire Drift Alerts to Retraining