Github: www.github.com/kevinjolly/bank

Project Documentation: https://drive.google.com/drive/u/0/folders/0B8lB1chCCI1GWlZvenp4SENseXM

Objective: One of the leading banks in Germany would like to solve the following business problem: 1. The drivers for the bad loans and predict the bad loans given the drivers.

Methodology:

  1. Data cleaning and visualization
  2. Machine learning model building
  3. Feature Selection
  4. Machine learning model building with transformations
  5. Model validation and comparison
  6. Results and conclusion

Download: The file is in the .docx format and is 434 KB