Tag
#drift-detection
3 posts tagged drift-detection.
- monitoring
Data Drift Detection in ML: Methods, Tests, and Practice
A practical guide to data drift detection in machine learning: statistical tests, detection architectures, threshold tuning, and when to trigger retraining in production.
- 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 running in production.
- ops
Silent Quality Decay in Production LLM Apps: Detecting Drift
Your eval scores are green. Customer complaints are up. The gap between offline metrics and production reality is the biggest reliability problem in LLM ops — here's how to close it.