Regularization
Learning Goals
- explain the notion of "validation data";
- explain and use the algorithm of cross-validation;
- explain the concept of regularization;
- use Lasso and Ridge regularization in model design.
Lecture Materials
Jupyter Notebook: Regularization Lecture