Advanced Section 2: Regularization

Key Word(s): Regularization, LASSO, Ridge, Elastic Net, Bayesian, Model Selection, Demo

Notes

• Advanced Section: Methods of regularization and their justifications: Notes [pdf]

Slides

• Advanced Section: Methods of regularization and their justifications [pdf]
• Advanced Section: Methods of regularization and their justifications [pptx]

Notebook

• Advanced Section: Methods of regularization and their justifications: Demo Notebook [ipynb]