Contents
2. What makes ML System Monitoring Hard
4. Key Principles For Monitoring Your ML System
5. Understanding the Spectrum of ML Risk Management
6. Data Science Monitoring Concerns [Start here for practical advice]
7. Operations Monitoring Concerns
8. Bringing Ops & DS Together - Metrics with Prometheus & Grafana
9. Bringing Ops & DS Together - Logs
链接地址:https://christophergs.com/machine%20learning/2020/03/14/how-to-monitor-machine-learning-models/