Build Data-Driven Utilities
Hands-on chapters and demos for forecasting, anomaly detection, asset health, NLP on maintenance logs, computer vision for inspections, and more.
Quick Start
- Read the Introduction: Introduction
- Browse All Chapters: see the list below
- Try a Demo: check chapter-specific Python notebooks in each
content/c*/folder
Featured Chapters
- Chapter 10: Computer Vision for Asset Inspection → Open
- Chapter 11: NLP for Utility Documents → Open
- Chapter 12: Experiment Tracking with MLflow → Open
- Chapter 17: LLMs & Multimodal AI → Open
All Chapters
- C1: Introduction → Open
- C2 → Open
- C3 → Open
- C4 → Open
- C5 → Open
- C6 → Open
- C7 → Open
- C8 → Open
- C9 → Open
- C10 → Open
- C11 → Open
- C12 → Open
- C13 → Open
- C14 → Open
- C15 → Open
- C16 → Open
- C17 → Open
- C18 → Open
- C19 → Open
- C20 → Open