This data analysis project focuses on predicting customer churn to help high-level companies retain their valuable customers. By analyzing customer data and behavior patterns, I develop a predictive model to identify customers at risk of leaving. The insights gained from this project empower companies to implement proactive strategies and personalized initiatives to reduce churn and drive business growth.