#011 Machine Learning - Decision three - Master Data Science 15.08.2022

In today's post, we are going to talk about one of the learning algorithms that are very powerful and is used in many machine learning applications. It is called decision trees and tree ensembles. It is a very powerful tool that is well worth having in your toolbox. In this post, we'll learn about decision trees and we'll see how you can apply them in your own machine learning projects. So, let's begin with our post. To explain how decision trees work, we are going to use the following cat classification example. Let's imagine that you are running a cat adoption center and given a few features, you want to train a classifier to quickly tell you if an animal is a cat or not.