What is the key difference between LASSO and Ridge regression? LASSO regression adjusts the bias term but not the coefficients of the model, which Ridge adjusts both Ridge regression forces coefficients of irrelevant features to 0 while LASSO regression forces coefficients to be small but not to 0. Therefore Ridge can be considered a feature selection technique but not LASSO LASSO regression is only used with logistic regression for classification while Ridge regression is only used with linear regression for regression tasks LASSO regression forces coefficients of irrelevant features to 0 while Ridge regression forces coefficients to be small but not to 0. Therefore LASSO can be considered a feature selection technique but not Ridge 1 point