Machine Learning with Python: Tree based methods

This public repository contains the materilas covered in the "Machine Learning with Python: Tree based methods" webinar.

It is a single jupyter notebook file with discussion and code examples about:

• Regression Trees
• Classification Trees
• Random Forests
• Gradient Boosting Methods

To run this in you machine you should:

• clone the repo
• install the dependencies: numpy, sklearn, matplotlib, pandas by running the following in your command line: pip install numpy sklearn matplotlib pandas