Loan Safety Prediction with Decision Trees

In this project, I used Pandas Dataframes to do feature engineering, then trained decision tree and random forest models to predict if a loan was safe or not given the grade of loans, applicant employment status, home ownership status, and more. I explored how the depth of the tree can lead to over or under-fitting.