In this project: I analysed the bank’s loan data and performed detailed Exploratory Data Analysis for missing values treatment & outlier removal. Performed Feature Engineering for the variables to be used in the Machine Learning Models. Predicted the tendency of their clients to default on loans with different Machine Learning Models and compared the Models’ performance.
Tool used: Python for visualisation and machine learning. Click to view in GitHub.