Skip to content

Non-linear Models and Feature Engineering

  1. Polynomial regression and feature transformation
  2. Understanding non-linear relationships
  3. MicroSim: Polynomial degree explorer
  4. Feature engineering techniques
  5. Basis functions and kernel methods
  6. Model complexity and interpretation trade-offs
  7. When to use non-linear approaches