What Semantic Web researchers need to know about Machine Learning?
Principles of Digital Communication II
Other ML/DM software (R, Weka, Yale)
Training Big Random Forests with Little Resources
Bayesian Methods
Graphical Models
Joint Max Margin and Max Entropy Learning of Graphical Models
Game Theory
Transductive Reliability Estimation for Kernel Based Classifiers
Practical Meteorology: An Algebra-based Survey of Atmospheric Science