Schedule vs Trigger-Based Retraining
Choose cron cadence or drift-driven triggers.
Models Get Stale
The world keeps moving after you ship, so a model slowly drifts out of date. Retraining is how you refresh it on new data before quality slips. 🔄
Two Ways to Trigger It
You can retrain on a clock or in response to a signal. The two big patterns are scheduled retraining and trigger-based retraining.
All lessons in this course
- Schedule vs Trigger-Based Retraining
- Orchestrate Retraining with Airflow
- Auto-Promote Only If It Beats Baseline
- Keep a Human in the Loop