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

churn prediction python

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 to retain them. The prerequisite … Read more

Classifying Purchase Intention of Online Shoppers with Python

Customer Purchase Intention Prediction Python Machine Learning

Most online stores welcome countless visitors every day, but only a fraction of those visitors will make a purchase. Purchase intention prediction is the process of using machine learning algorithms to predict the likelihood that a particular customer will make a purchase. This can be useful for many applications, such … Read more