Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
corresponding feature, taking into account the penalty term we added. Unlike Lasso, Ridge is less likely to result in a coefficient of zero, meaning that it tends to use all the available features. Next, we evaluate the performance of our model using the same metrics as before: print('Mean Absolute