Information Theory
Practical Meteorology: An Algebra-based Survey of Atmospheric Science
Inferring structure from data
Why Bayesian nonparametrics?
Dimensionality Reduction
Machine learning for cognitive science 3: Kernel methods and Bayesian methods
Machine learning for cognitive science 2: Bayesian methods and statistical learning theory
Deep Belief Networks
Large Networks, Clusters and Kronecker Products
A tutorial on Deep Learning