Customer Segmentation in Subscription Box Business using K-Means

This project applies K-Means clustering to segment customers of subscription box services based on factors like frequency of subscription, preferred products, and spending habits. The system helps businesses offer more personalized subscription options, improve customer satisfaction, and enhance retention strategies.