Departement Mathematik und Informatik
Videos can be found on ADAM.
Intro
Probability
Generative models for discrete data
Classification
Regression
Neural Networks
SLT
SVM
Gaussian Processes
Mixture Models and EM
Linear Latent Variable Models
Nonlinear Latent Variable Models