Introduction to Machine Learning. Episode 4, Neural Networks for Perceptual Rules.
- 1 online resource (streaming video file) (30 minutes): digital, .flv file, sound
Title from title frames. Film In Process Record.
Michael Littman
Originally produced by The Great Courses in 2020.
Graduate to a more difficult class of problems: learning from images and auditory information. Here, it makes sense to address the task more or less the way the brain does, using a form of computation called a neural network. Explore the general characteristics of this powerful tool. Among the examples, compare decision-tree and neural-network approaches to recognizing handwritten digits.