Customer Churn Prediction System

This project is an end-to-end Machine Learning powered web application designed to predict customer churn and present insights through a modern, professional dashboard interface. It combines data science, backend development, and frontend design into one complete solution.

The main goal of this system is to help businesses identify customers who are likely to leave (churn) and take proactive actions to retain them.

🔹 What This Project Does

• Predicts whether a customer will exit a service using a trained Machine Learning model.
• Shows the churn probability in percentage form.
• Classifies customers into:
• 🔴 High Risk
• 🟡 Medium Risk
• 🟢 Low Risk
• Stores each prediction in a database.
• Displays real-time statistics in a single-page dashboard.
• Visualizes prediction trends using charts.