Chapter 05
Machine Learning Intro
A gentle introduction to machine learning: the core idea, the two flavours, and how to evaluate a model fairly.
| # | Concept | Level | Area |
|---|---|---|---|
| 05 | Machine Learning, Plainly | Beginner | ML |
| 10 | Supervised vs Unsupervised | Beginner | ML |
| 15 | Training and Testing | Intermediate | ML |
| 20 | Overfitting and Generalization | Intermediate | ML |
| 25 | Features That Matter | Intermediate | ML |
| 30 | When ML Is (Not) Needed | Intermediate | ML |