Bayesian Networks

• E. Charniak, 1991. "Bayesian Networks without Tears", AI magazine
• Kevin Murphy’s Tutorial (pdf)
• Kevin Murphy’s tutorial pages (html)
• Bayes Net Toolbox For MATLAB

Of General Interest

• Andrew Moore’s fabulous data mining tutorials
• Avrim Blum's www.machine-learning.com
• Machine Learning Journal
• Journal of AI Research (online text)
• Artificial Intelligence Journal
• CMU Robot Learning Lab
• David Aha's ML resources

Matlab

• CMU Matlab Page
• MATLAB Intro at Utah
• UNH Math Dept MATLAB Tutorials

Data, and Collections Thereof

• CMU StatLib dataset repository
• UC Irvine Machine Learning dataset repository
• UC Irvine KDD dataset repository
• CMU Text Learning datasets
• OHSUMED Medical Abstracts dataset