Customer Churn Prediction

Setup Instructions

1. Create Virtual Environment

python -m venv churn

2. Activate the Environment

churn\Scripts\activate

3. Install Dependencies

pip install -r requirements.txt

4. Run the Notebooks

Open and run notebooks in this order using Jupyter Notebook or VS Code:

1. notebooks/EDA.ipynb
2. notebooks/Preprocessing.ipynb
3. notebooks/ADASYN.ipynb
4. Model notebooks:
   • notebooks/Logistic_Regresson.ipynb
   • notebooks/RF_Model.ipynb
   • notebooks/Gradient_Boosting_Model.ipynb