Course Wiki

Intro to ML monitoring — MLOps Zoomcamp Module 5

MLOps Zoomcamp › Module 5: Model Monitoring › Intro to ML monitoring

Notes

Key concepts

• Model Monitoring

Related notes

• mlops-m05-data-quality-monitoring
• mlops-m05-debugging-with-test-suites-and-reports
• mlops-m05-dummy-monitoring
• mlops-m05-environment-setup
• mlops-m05-evidently-metrics-calculation
• mlops-m05-evidently-monitoring-dashboard
• mlops-m05-prepare-reference-and-model
• mlops-m05-save-grafana-dashboard
• mlops-m07-course-project

Sources

• Video
• Lesson file