Image Classification with Convolutional Neural Networks – Classifying Cats and Dogs in Python

image classification with neural networks Python machine learning

This tutorial shows how to use Convolutional Neural Networks (CNNs) with Python for image classification. CNNs belong to the field of deep learning, a subarea of machine learning, and have become a cornerstone to many exciting innovations. There are endless applications, from self-driving cars over biometric security to automated tagging … Read more

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