Tag
#production
2 posts tagged production.
- monitoring
Training-Serving Skew: The Failure That Drift Detection Misses
Your data isn't drifting and your model is still wrong. Training-serving skew is a distinct production failure mode that input-drift monitors do not catch
- practices
ML Model Monitoring Best Practices for Production Systems
A practitioner's guide to ML model monitoring best practices: drift detection, metric selection, alerting architecture, and retraining triggers for models