Do a linear regression trying to predict median$\_$house$\_$value from median$\_$income.

Separate data into training and test $(90/10).$

Do a single figure that shows both a scatterplot of all the training points and the line discovered by training the regression model, which may not pass through any of the training points. This will require finding the model parameters on the trained LinearRegression instance. See the simple$\_$regression NB$.$

Train the regression modelDraw the plot