Intro to Deep Learning and Generative Models Course - L8.1 Logistic Regression as a Single-Layer Neural Network

Sebastian's books: https://sebastianraschka.com/books/ Despite having "regression" in its name, logistic regression is a binary classifier. This means that it was originally developed for classification tasks with two possible class labels. In this video, we are going over the logistic regression basics and see that we can view it as a single-layer neural network. Slides: https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L08_logistic__slides.pdf ------- This video is part of my Introduction of Deep Learning course. Next video: https://youtu.be/GxJe0DZvydM 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