This project aims at understanding and mitigating customer attrition from credit card services. Utilizing SQL queries and Python analysis to explore data variables. Set up database on AWS RDS for real-world data scenarios. Visualized the results on Tableau dashboard highlighting key factors in predicting and preventing churn, incorporating insights from the analysis.