Retraining

1. How often to retrain?

   • Depends on drift: Frequent updates if data shifts, otherwise periodic (weekly, monthly, quarterly).

2. Periodic vs Continuous Training?

   • Periodic: Easier to manage, avoids instability.

   • Continuous: Needed when real-time adaptation is required (e.g., dynamic pricing, recommendation systems).