Marketing Operations đŸ›’customer segmentation with Machine Learning. | GODWIN Nwalozie

Marketing Operations đŸ›’customer segmentation with Machine Learning.

June 02, 2022

Customer success is an essential component of a valuable organization. This machine learning model utilizes KMeans unsupervised algorithm to determine the various customer groups with the help of existing customer data. Based on that, customers can be provided with discounts, offers, promo codes etc.


Link to notebook on github github


At the end of the exercise it revealed about 3 -4 different types of customers based on the selected features.


with PCA , dimensional reduction


with TSNE, dimensional reduction


The Notebook