Intro to Deep Learning and Generative Models Course - L1.3.2 Broad Categories of ML Part 2: Unsupervised Learning

Sebastian's books: https://sebastianraschka.com/books/ After covering supervised learning, this video introduces another of the three categories of machine learning: unsupervised learning. As we will see in this video, unsupervised learning is focused on extracting patterns from data without involving or requiring label information. The two biggest subcategories of unsupervised learning are clustering and dimensionality reduction. Slides: https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L01-intro_slides.pdf ------- This video is part of my Introduction of Deep Learning course. Next video: https://youtu.be/EQCZUOxGrOo The complete playlist: https://www.youtube.com/playlist?list=PLTKMiZHVd_2KJtIXOW0zFhFfBaJJilH51 A handy overview page with links to the materials: https://sebastianraschka.com/blog/2021/dl-course.html ------- If you want to be notified about future videos, please consider subscribing to my channel: https://youtube.com/c/SebastianRaschka