Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
now compare these models to understand their unique strengths and weaknesses. Model Complexity and Overfitting: All three models aim to minimize the sum of squared residuals, but Lasso and Ridge Regression include a penalty term to limit the model’s complexity. This regularization helps prevent