Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
effectively performing feature selection. Use Ridge for Multicollinearity: If you suspect multicollinearity, i.e., high correlation among predictor variables, Ridge Regression can be a better option. Ridge Regression performs L2 regularization, which distributes the coefficients among correlated