Basic Information
What Is Learning. Learning From Examples. Learning Classifiers With Application to Spam Classification and Text Classification. Learning Boolean Functions. The Composition Theorem. Negative Results In Learning. Learning Decision Trees and Dnf. Online Learning. Algorithms Of Learning# Winnow, Perceptron Etc. Expert Advice. Pac Learning. Occam Theorem. Vc-dimension. Boosting.
Faculty: Computer Science
|Undergraduate Studies
|Graduate Studies
Pre-required courses
236343 - Theory of Computation