Data Mining Provider: mit opencourseware Language: English

Prediction: Machine Learning and Statistics Provider: mit opencourseware Language: English

Approximate Bayesian Computation: What, Why and How? Provider: videolectures.net Language: English

Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making Provider: videolectures.net Language: English

No voodoo here! Learning discrete graphical models via inverse covariance estimation Provider: videolectures.net Language: English

Structured Prediction for Natural Language Processing Provider: videolectures.net Language: English

Learning equivalence classes of directed acyclic latent variable models from multiple datasets with overlapping variables, incl. discussion by Ricardo Silva Provider: videolectures.net Language: English

Acoustics of Speech and Hearing Provider: mit opencourseware Language: English

Machine Learning for the Web: A Unified View Provider: videolectures.net Language: English

Sparse Variational Inference for Generalized GP Models Provider: videolectures.net Language: English