Regularized Regression

📝 This chapter is under construction.

This case study demonstrates Ridge, Lasso, and ElasticNet regression with hyperparameter tuning, following EXTREME TDD principles.

Topics covered:

• Ridge regression (L2 regularization)
• Lasso regression (L1 regularization)
• ElasticNet (L1 + L2)
• Grid search hyperparameter tuning
• Feature scaling importance

See also:

• What is EXTREME TDD?
• Model Selection