Python, Ridge Regression, Lasso Regression, Elastic Net, Regularization.
tries to make the theta value higher, it will be penalized. Thus, you make sure that the theta values don’t go too high. By bringing the weights (thetas) closer to zero (or making them zero), we remove irrelevant features from the model or limit their effects. Lasso (L1) Regularization We are using