This repository contains the first assignment for the Artificial Intelligence 2 course during my Business Analytics master's program.
- Develop a supervised classification model to predict the likelihood of loan default using the Lending Club dataset.
- Apply the full machine learning lifecycle: data preparation, feature engineering, model training, evaluation, and interpretation.
- Provide business recommendations based on model results.
Classification_Model.ipynb: Jupyter Notebook containing all analysis and modeling steps.
- Python
- pandas
- scikit-learn
- XGBoost / LightGBM
- matplotlib
- seaborn
Open Classification_Model.ipynb in Jupyter Notebook or VSCode and execute the cells in order.