Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
complicate things with regularization. Use Lasso for Feature Selection: If you’re dealing with high-dimensional data where you suspect that some features may be irrelevant, Lasso Regression can be a great tool. It performs L1 regularization, which can shrink some of the model coefficients to zero,