/Credit-Risk-Modeling

Build a credit risk model to assess credit worthiness of a loan applicant

Primary LanguageJupyter Notebook

Credit-Risk-Modeling

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.

  1. 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?
  1. Model Selection and training
  2. Model Evaluation
  3. Production pipeline to deploy on LIVE system

Code notebook is inside the folder 'notebooks'.