Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
linear regression and when to consider alternative models. In the following sections, we’ll explore two other types of regression models — Lasso and Ridge Regression, which offer some ways to overcome a few limitations of Linear Regression. Lasso Regression Basic Theory and Mathematical Principles