One of the representative algorithms in machine learning is the decision tree.A decision tree is a method that makes ...

In order to compliment my linear regression in google docs post (and because I keep forgetting how to do it), here is a quick and dirty guide to linear regression using python and pylab. First some ...

The data doctor continues his exploration of Python-based machine learning techniques, explaining binary classification using logistic regression, which he likes for its simplicity. The goal of a ...

We have cleaned, visualized, and checked the relationships in the data. Now, we move on to prediction. The first models you usually learn are "linear regression" and "logistic regression." These two ...

Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...