AAAI's AI Topics Machine Learning page DMOZ Open Directory Machine Learning page David Aha's Machine Learning Page Google Machine Learning Directory Russell and Norvig's AI on the Web (Machine Learning section) Glossary of Machine Learning terms (Kohavi and Provost) Machine Learning Dictionary (Bill Wilson) Machine Learning Summary (Patrick Doyle) Glossary of Reinforcement Learning Terminology Machine Learning text online (Tom Mitchell) Reinforcement Learning: an introduction text online (Sutton and Barto), or the shorter Reinforcement Learning: A Tutorial (Harmon and Harmon) Lecture Notes in Machine Learning (Zdravko Markov) Case-Based Reasoning (Ian Harrison) Introduction to Data Mining from The Data Mine Introduction to Graphical Models and Bayesian Networks (Kevin Murphy) Kernel Machines Publications at www.kernel-machines.org Neural Network FAQ and introductions by Ingrid Russell and Leslie Smith POMDPs for Dummies at Brown University Truth from Trash text (Chris Thorton) with sample chapter The Weka Project with Java data mining software and tutorial Boosting Research Site Machine Learning Network (MLnet) The Data Mine Kernel Machines Markov Chain Monte Carlo Preprint Service Machine Learning in Games Reinforcement Learning Repository