Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
many features. Ridge Regression: If your dataset has high multicollinearity, meaning that some of the features are highly correlated with each other, Ridge Regression can be a better choice. It distributes the coefficients among correlated predictors, which can lead to a more stable and robust