This report discusses customer retention strategies using machine learning, specifically focusing on support vector machine algorithms. It explains the concept of customer retention, churn prediction, and the use of support vector machine in the telecom industry. The report also provides insights into customer satisfaction, loyalty, and effective customer retention strategies.