Machine Learning Laboratory Experiences for Introducing Undergraduates to Artificial Intelligence
NSF DUE CCLI-A&I Award Number 0409497

Machine Learning Resources

• AAAI's AI Topics Machine Learning page
• DMOZ Open Directory Machine Learning page
• David Aha's Machine Learning Page
• Machine Learning Network (MLnet) Online Information Service
• 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)
• Boosting Tutorials from the Boosting Research Site
• Case-Based Reasoning (Ian Harrison)
• Data Mining Introduction from TheDataMine
• Graphical Models and Bayesian Networks (Kevin Murphy)
• Kernel Method Tutorials at www.kernel-machines.org
• Neural Network FAQ and introductions by Ingrid Russell and Leslie Smith
• POMDPs for Dummies at Brown
• Truth from Trash text (Chris Thorton) with sample chapter

• The Weka Project with Java data mining software and tutorial
• Boosting Research Site
• TheDataMine
• www.kernel-machines.org
• Markov Chain Monte Carlo Preprint Service
• Machine Learning in Games
• Reinforcement Learning Repository