Churn Prediction Model

If you're a business owner or data scientist, predicting churn is a game-changer! Know who’s at risk of leaving, and target your efforts to save them. The models built in this repo help businesses gain insights into their customers and boost retention. 🙌

Dive into customer churn prediction using three methods:

Scikit-Learn: The classic workhorse of machine learning, featuring Decision Trees, XGBoost and Random Forest for model training. 🌳🐾

PySpark: Supercharge your models with the power of distributed computing! Here we use Logistic Regression for churn prediction at scale. ⚡

PyTorch: Because deep learning isn’t just a buzzword – we build a Neural Network for churn prediction like a pro. 🤖💥

https://github.com/AhmedAbdulWahid-Data/Customer_Churn_Prediction