Customer Segmentation Project

Introduction

This project applies KMeans clustering to segment customers based on their purchasing behavior and demographics. The goal is to provide actionable insights for targeted marketing and customer retention.

Data and Methods

• Dataset: Customer purchase and demographic data
• Methods: Data preprocessing, PCA for dimensionality reduction, KMeans clustering
• Models Used: KMeans for clustering, potential use of KNN for future data classification