Logistic Regression and the Perceptron Algorithm - A Friendly Introduction
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore logistic regression and the perceptron algorithm in this 45-minute video that offers a visual, math-light introduction to these fundamental machine learning concepts. Learn how to build an email spam classifier, understand the goals of classification, and discover techniques for moving and adjusting decision boundaries. Dive into the Perceptron Trick, explore error calculation methods, and grasp the basics of gradient descent. Get a friendly introduction to deep learning and neural networks, including activation functions and log-loss error. Compare the Perceptron Algorithm with logistic regression, gaining valuable insights into these essential machine learning techniques without the need for advanced mathematical knowledge.