Customer Churn Prediction – Understanding Models with Feature Permutation Importance using Python

Churn prediction python tutorial

One of the primary goals of many service companies is to build solid and long-lasting relationships with their customers. Customers who churn cost a lot of money. Modern service companies who understand which customers tend to end the business relationship can take appropriate countermeasures early on to retain them. The … Read more

Classifying Purchase Intentions of Online Shoppers with Python

purchase intention prediction

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. This article will develop a classification model that predicts purchase intentions. Our model uses a Logistic Regression algorithm … Read more