4
Module 4
Monitoring & Maintenance
Keep production ML systems healthy and performing well over time
📚3 Lessons
💻View on GitHubLessons
1
Data & Concept Drift Detection
60 minDetect when your models are becoming stale using statistical tests
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2
Production Monitoring & Alerting
70 minBuild dashboards and alert systems with Prometheus and Grafana
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3
Automated Retraining Strategies
55 minKeep models fresh with scheduled and triggered retraining pipelines
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