Creating the linear regression application

As mentioned earlier, the application we will be creating is an employee attrition predictor. Given a set of attributes tied to an employee, we can predict how long they will remain at their current job. The attributes included in this example aren't a definitive list of attributes, nor should be used as-is in a production environment; however, we can use this as a starting point for predicting a singular numeric output based on several attributes.