ML & AI

---

Table of contents

• Claude and the WAT Task Pipeline
• Les rôles en Machine Learning et en IA
• Running Local LLMs on Windows 11: From Ollama Setup to Gemma 4 and Context Tuning
• Understanding Gradient Descent
• Understanding Gradient Descent in 2D
• Understanding Gradient Descent in N Dimensions
• Understanding the Confusion Matrix - 00
• Understanding the Confusion Matrix - 01
• Understanding the Confusion Matrix - 02
• YOLO Mode, Behind Glass: Running Claude Code in Docker on Windows 11
• Yet Another Intro to Linear Regression and R²