Lecture 7: Regularization

Key Word(s): Overfitting, Bias–Variance Tradeoff, Regularization, Lasso, Ridge

Slides

• PDF | Lecture 7: Regularization
• PPTX | Lecture 7: Regularization

Jupyter Notebooks

• Lab 5: Regularization and Cross-Validation - Student Version
• Lab 5: Regularization and Cross-Validation - Solutions