Telco Customer Churn Prediction Streamlit App

This app was featured in Streamlit Weekly Roundup

Install packages pip install requirements.txt

Requires

pandas==1.3.3
numpy~=1.21.2
matplotlib==3.4.3
streamlit==0.88.0
xgboost==0.90
catboost==1.0.0
lightgbm==2.2.3
scikit-learn==1.0.1

To run this app streamlit run app.py

Dataset Source

• Kaggle Dataset URL
• GitHub Dataset URL

GitHub Project Repository

• Customer-Churn-Prediction

View The Project

• View the Project in Jupyter Notebook Html :

• Open The GitHub Project in Binder :

View this notebook on kaggle

1. Churn Prediction I : EDA+Statistical Analysis
2. Churn Prediction II : Triple Boost Stacking+ Optuna