Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
at handling multicollinearity, a situation where two or more predictors are highly correlated. It does this by distributing coefficients among correlated predictors, which can lead to a more stable and robust model. Performance with Many Features: Ridge tends to perform well even when there are