SUMMARY.md

Summary

• Introduction
• Terminology
• Overview
• Before Machine Learning
• ML Phase I-A: Your First Pipeline
• ML Phase I-B: Monitoring
• ML Phase I-C: Your First Objective
• ML Phase II-A: Feature Engineering
• ML Phase II-B: Human Analysis of the System
• ML Phase II-C: Training Serving Skew
• ML Phase III: Slowed Growth, Optimization Refinement, and Complex Models Rule
• Related Work
• Acknowledgements
• Appendix