Lecture 6: Regularization
Part 3 · Classical Methods
Lecture: Monday, October 19, 2026
Topics
- Bias–variance decomposition
- Ill-posed problems and Tikhonov regularization
- Ridge regression and spectral shrinkage
Materials
- 📄 Learning Sheet
- 📝 Validation Sheet
- 📋 Cheatsheet
- 🧪 Part 2 Test — 120 marks, 30 minutes, 14% of the course grade