Anyone About to Leave? Customer Churn Prediction at a Telecommunications Provider in Python

This article shows how to implement a customer churn prediction model using Python machine learning. Furthermore, we will use permutation feature importance to gain insight into the relationship between input variables and model predictions. Telecommunications service providers face considerable pressure … Continued

Will they Buy or just Browse? Predicting Purchase Intentions of Online Shoppers with Python

Most online stores welcome countless visitors every day, but only a fraction of those visitors will make a purchase. Machine learning can predict whether online shoppers will buy something or browse around. In this article, we will develop a classification … Continued