Computer Science 430

Machine Learning

A set of labs and workshops for a class in machine learning might be designed around some of the following software systems:

Environments for Machine Learning

Structure of a Program that Learns

Concept Learning

Decision Tree Learning

Artificial Neural Networks

Bayesian Networks

Instance-Based Learning

Genetic Algorithms

Learning Sets of Rules

Analytical Learning

Combined Inductive and Analytical Learning

Reinforcement Learning