Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
Ridge Regression, which keeps all features in the model. Bias-Variance Tradeoff: Linear Regression can have low bias but high variance, particularly in the presence of many features or multicollinearity. Lasso and Ridge Regression introduce bias into the model with their penalty terms, which can