Learn about the foundational Perceptron algorithm in this 18-minute lecture that explores one of the earliest and most influential machine learning models. Dive into the mathematical principles and core concepts behind this binary classification algorithm, which serves as a building block for modern neural networks and deep learning architectures. Access supplementary materials and detailed notes through the provided course webpage to reinforce understanding of this fundamental machine learning concept.
Overview
Syllabus
Machine Learning: Lecture 8b: Perceptron
Taught by
UofU Data Science