Credit Default Payment Prediction

Jan 2022 - Feb 2022

A state-of-the-art credit scoring and default prediction system for financial service providers with a stack of machine learning algorithms, such as logistic regression, decision tree, random forest and gradient boosting

1. Dataset Preparation:
   • Dataset Description
   • Exploratory Data Analysis
   • Data Cleaning
2. Feature Engineering
3. Model Selection:
   • Logistic Regression
   • Decision Tree
   • Random Forest
   • XGBoost
4. Conclusion