What Are Decision Trees And How Do They Work? (From Scratch)

In this video, I try to explain what #DecisionTrees are and how they are used in #MachineLearning. We will learn the basics of decision trees with a real problem: Titanic and we will build our own decision tree. We will also learn how to use regression with decision trees. We will also look at terms like decision node, leaf, depth, gini, entropy, and squared loss. In the end, we will compare what we have built with a tree built using scikit-learn. Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :) To buy my book, Approaching (Almost) Any Machine Learning problem, please visit: https://bit.ly/buyaaml Follow me on: Twitter: https://twitter.com/abhi1thakur LinkedIn: https://www.linkedin.com/in/abhi1thakur/ Kaggle: https://kaggle.com/abhishek