Machine Learning and Data Mining Tutorials

Andrew Moore, a machine learning and data mining academic that has inspired me a lot, has put together a tutorial on key topics in his area. The topics have titles such as "Decision Trees", "Probability for Data Miners", "Bayesian Networks" and "Non-zero-sum Game Theory".

One important area that is left out is that of ensemble methods, bagging and boosting. has a list of references to good papers on that subject.

Link (Tutorial)

Link (Ensembles)