Non-linear Models and Feature Engineering
- Polynomial regression and feature transformation
- Understanding non-linear relationships
- MicroSim: Polynomial degree explorer
- Feature engineering techniques
- Basis functions and kernel methods
- Model complexity and interpretation trade-offs
- When to use non-linear approaches