Project Documentation:

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.


  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