One of the most amazing things about Python's scikit-learn library is that is has a 4-step modeling pattern that makes it easy to code a machine learning classifier. While this tutorial uses a classifier called Logistic Regression, the coding process in t... (more…)

List of papers studying machine learning through the lens of category theory - GitHub - bgavran/Category_Theory_Machine_Learning: List of papers studying machine learning through the lens of catego... (more…)

Learn how to combine categorical features in your dataset to improve your machine learning model performance. (more…)

Lets say my name is Tom, and I start a car insurance company with 50 customers. We'll pretend this number is normal for car insurance companies. (more…)

As machine learning techniques are increasingly used to make predictions about people, there are a few big ethical questions we need to be asking ourselves.