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Fuzzy Logic Michael Berthold 2 videos |
Support Vector Machines Chih-Jen Lin 3 videos |
Nando de Freitas
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Introduction to Statistical Machine Learning Marcus Hutter 3 videos |
Learning Bayesian Networks Richard E. Neapolitan 3 videos |
Introduction to Learning Theory Olivier Bousquet 5 videos |
Spectral Clustering Arik Azran |
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Probability, Information Theory and Bayesian Inference Joaquin Quiñonero Candela 4 videos |
Independent Component Analysis Aapo Hyvärinen 8 videos |
Reinforcement Learning Scott Sanner 6 videos |
Learning in Computer Vision Simon Lucey 7 videos |
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Text Mining, Information and Fact Extraction (TMIFE) Marie-Francine Moens 5 videos |
Basics of Algorithmics, Computation Models, Formal Languages Colin de la Higuera 3 videos |
From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods Giovanni Seni, John Elder 2 videos |
Statistical Modeling of Relational Data Pedro Domingos 3 videos |
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Introduction To Statistical Machine Learning Marcus Hutter 3 videos |
Semantic Web Usage Mining – Overview and Case Studies Bettina Berendt |
Introduction to Reinforcement Learning and Bayesian learning Mohammad Ghavamzadeh 2 videos |
Tutorial on Statistical Machine Learning with Applications to Multimodal Processing Samy Bengio 2 videos |
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Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Networks using TinyOS and Lego Mindstorms NXT Rasmus Pedersen 2 videos |
Model-based Bayesian RL Pascal Poupart 2 videos |
Machine Learning Laboratory Christfried Webers 3 videos |
Gaussian Process Temporal Difference Yaakov Engel |
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Statistical Aspects of Pattern Analysis John Shawe-Taylor 3 videos |