Information theory, pattern recognition, and neural networks


Source coding (Data compression)
Noisy-channel coding
Inference + probabilistic methods
9-10  Inference
11 Clustering
12 Monte Carlo methods
13 Advanced Monte Carlo methods
14 Variational methods



www.inference.phy.cam.ac.uk/itprnn/
www.inference.phy.cam.ac.uk/itila/