6.1 Intro to Decision Trees (L06: Decision Trees)

Sebastian's books: https://sebastianraschka.com/books/ Decision trees are one of the fundamental methods for machine learning on tabular data. Decision trees are the main algorithm behind popular methods such as random forests and gradient boosting (and XGBoost). In this video, we will introduce decision trees and see how they work. ------- This video is part of my Introduction of Machine Learning course. Next video: https://youtu.be/hA43n9w0ImQ The complete playlist: https://www.youtube.com/playlist?list=PLTKMiZHVd_2KyGirGEvKlniaWeLOHhUF3 A handy overview page with links to the materials: https://sebastianraschka.com/blog/2021/ml-course.html ------- If you want to be notified about future videos, please consider subscribing to my channel: https://youtube.com/c/SebastianRaschka