Episode Details
Back to EpisodesModel monitoring, drift detection, and retraining triggers: a CDO playbook
Episode 48
Published 2 months, 3 weeks ago
Description
Production ML models degrade silently, and most organizations only notice when business outcomes have already suffered. This playbook gives CDOs a concrete sequence for detecting drift early, deciding when to retrain, and building the governance structure that makes both systematic.
Go deeper, free lessons
- MLOps: monitoring, retraining & drift
- Models in production: drift, monitoring & MLOps
- Data observability: detect problems before your users
- Human oversight and AI incident response
- Bias, explainability & model cards
Full transcript: https://www.mba-training.com/en/podcast/data/model-monitoring-drift-detection-retraining
The article: https://www.mba-training.com/en/blog/model-monitoring-drift-detection-retraining
MBA Training, mba-training.com