Pattern Recognition
Master of Engineering ,
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- Topics included: Probability theory, Model selection, Curse of dimensionality, Decision theory, Information theory, Probability distributions, Linear models for regression, Linear models for classification, Neural networks, Kernel methods, Graphical models, Mixture models, Expectation&ndashmaximization, Sampling methods