Telecommunications Customer Segmentation
+ KNN Clustering
This project aims to classify customers of a telecommunications provider into
four predefined service usage groups using demographic data. By predicting
group membership with K-Nearest Neighbors (KNN), the company can tailor
offers for individual prospective customers.
- Python Data Preprocessing & Analysis
- Libraries : scikit-learn,pandas,matplotlib,seaborn,numpy
- K Nearest Neighbors
Project Impact: The classification model enables the telecommunications provider to deliver personalized offers, enhancing customer engagement and potentially boosting revenue.