├── .gitignore ├── Data ├── processed │ └── cleaned_data.csv └── raw │ └── Telco-Customer-Churn.csv ├── README.md ├── app ├── app.py ├── static │ └── styles.css └── templates │ └── index.html ├── notebooks ├── data_preprocessing.ipynb ├── exploratory_data_analysis.ipynb ├── final_logistic_regression_model.pkl ├── model_building.ipynb └── model_optimization.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Data/processed/cleaned_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/Data/processed/cleaned_data.csv -------------------------------------------------------------------------------- /Data/raw/Telco-Customer-Churn.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/Data/raw/Telco-Customer-Churn.csv -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/README.md -------------------------------------------------------------------------------- /app/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/app/app.py -------------------------------------------------------------------------------- /app/static/styles.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/app/static/styles.css -------------------------------------------------------------------------------- /app/templates/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/app/templates/index.html -------------------------------------------------------------------------------- /notebooks/data_preprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/notebooks/data_preprocessing.ipynb -------------------------------------------------------------------------------- /notebooks/exploratory_data_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/notebooks/exploratory_data_analysis.ipynb -------------------------------------------------------------------------------- /notebooks/final_logistic_regression_model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/notebooks/final_logistic_regression_model.pkl -------------------------------------------------------------------------------- /notebooks/model_building.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/notebooks/model_building.ipynb -------------------------------------------------------------------------------- /notebooks/model_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FirasKahlaoui/customer-churn/HEAD/notebooks/model_optimization.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------