When computers become capable of "natural thinking," should we begin to teach them like children?

ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula

Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.

Iowa State University - introductory graduate course on specification, design, implementation, and applications of learning agents.

A course project applet demonstrating and comparing the performance of three machine learning methods (the ID3 decision tree inducer, an artificial neural network, and a genetic algorithm) on two classification data sets.

Short tutorial on decision trees

Short tutorial on association rules