$$Open $$insurance$\_$data.csv$$ in the exercise folder, then perform the following tasks:

$$Split the data into training set and testing set $($X$\_$train, X$\_$test, y$\_$train, y$\_$test$).$

$$Using SGD classifier, build a module that can predict whether a customer will buy an insurance or not.

$$Use the model to predict the values of X$\_$train and save the results in $($y$\_$train$\_$pred$)$

$$Measure the performance of the model using confusion matrix $($show the matrix and the precision, recall $,$ and F$1$ score$)$

$$Plot the model ROC curve and calculate the AUC score.