Educational Resources

1. Machine Learning  (site info) Iowa State University - introductory graduate course on specification, design, implementation, and applications of learning agents. http://www.cs.iastate.edu/~cs573x/homepage.html 2. Curriculum for the Machine  (site info) When computers become capable of "natural thinking," should we begin to teach them like children? http://home.earthlink.net/~jdc24/curriculum.htm 3. PathLearner  (site info) Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning. http://www.illc.uva.nl/~gmishne/PathLearner 4. Machine Learning for the (CS) Masses  (site info) ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula http://mainline.brynmawr.edu/EIAIR/CurriculumDesca... 5. Computational Learning Algorithms  (site info) 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. http://student.dei.uc.pt/~nseco 1-5 of 5.