This project explores building a credit risk model to assess credit worthiness of a loan applicant. It can be applied to financial organizations or small and medium lending businesses.
- Data preparation and Exploratory Data Analysis to understand below questions-
- What's the content of data?
- How are the numerical attributes distributed? (Numerical analysis)
- How are the categorical attributes distributed? (Categorical analysis)
- What's the influence of Risk and Credit Amount in other features?
- Is there any other pattern that may be related to credit risk?
- Model Selection and training
- Model Evaluation
- Production pipeline to deploy on LIVE system
Code notebook is inside the folder 'notebooks'.