LIST OF TOP LECTURES (counting since March 2007):

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[syn]  17550 views, 03:02:12 Basics of probability and statistics Mikaela Keller 37 comments	[syn]  9267 views, 04:59:19 Machine Learning, Probability and Graphical Models Sam Roweis 16 comments	[syn]  560 views, 01:36:27 PhD Thesis: Dynamics of large networks Jure Leskovec	[syn]  6535 views, 01:43:02 Fuzzy Logic Michael Berthold 29 comments	[syn]  6393 views, 01:00:47 Gaussian Process Basics David MacKay
[syn]  5805 views, 03:54:31 Support Vector Machines Chih-Jen Lin 11 comments	[syn]  4803 views, 05:02:23 Statistical Learning Theory John Shawe-Taylor 1 comment	[syn]  1763 views, 05:22:53 Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making Nando de Freitas 8 comments	[syn]  59 views, 02:57:56 Free Semantic Content: Using OpenCyc in Semantic Web Applications Marko Grobelnik, Blaž Fortuna, Michael Witbrock	70 views, 00:59:51 Lecture 1: Positive definite matrices K = A'CA Gilbert Strang
332 views, 00:49:12 Lecture 11: Work - Kinetic Energy - Potential Energy - Conservative Forces - Conservation of Mechanical Energy - Newton's Law of Universal Gravitation Walter H. G. Lewin	[syn]  387 views, 02:23:41 Mining Massive RFID, Trajectory, and Traffic Data Sets Jiawei Han, Jae-Gil Lee, Hector Gonzalez, Xiaolei Li 4 comments	1953 views, 01:12:20 On The History of Ugliness Umberto Eco 4 comments	[syn]  2533 views, 01:34:49 Dirichlet Processes: Tutorial and Practical Course Yee Whye Teh 2 comments	3528 views, 00:22:51 Force, law and the prospects of survival Noam Chomsky 9 comments
[syn]  3500 views, 01:34:18 A short Tutorial on Semantic Web York Sure 3 comments	[syn]  3422 views, 00:42:43 A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov Processes Chris Williams 9 comments	[syn]  3351 views, 06:39:36 Probabilistic Graphical Models Sam Roweis 10 comments	[syn]  56 views, 00:34:50 Siemens │ Semantic Technologies for Advanced Medical Image and Information Search Pinar Wennerberg	[syn]  2192 views, 05:15:54 Graphical models Zoubin Ghahramani 14 comments
[syn]  3034 views, 01:01:24 Semisupervised Learning Approaches Tom Mitchell 4 comments	[syn]  2238 views, 03:24:20 Lectures on Clustering Ulrike von Luxburg 2 comments	invited talk [syn]  2252 views, 01:17:48 Introduction to Machine Learning Isabelle Guyon 2 comments	[syn]  1158 views, 05:12:02 Kernel methods and Support Vector Machines Alexander J. Smola 1 comment	[syn]  2755 views, 01:06:55 Generative Models for Visual Objects and Object Recognition via Bayesian Inference Fei-Fei Li 4 comments
2695 views, 04:16:53 Learning with Kernels Bernhard Schölkopf 4 comments	[syn]  1127 views, 01:53:15 Group Theory and Machine Learning Risi Kondor 1 comment	[syn]  278 views, 02:19:44 Blogosphere: Research Issues, Applications, and Tools Nitin Agarwal, Huan Liu 2 comments	[syn]  1254 views, 03:52:53 Mining Large Graphs: Laws and Tools Jure Leskovec	keynote talk [syn]  2513 views, 01:00:29 Where the Social Web Meets the Semantic Web Tom Gruber
invited talk [syn]  1471 views, 01:09:28 POWERSET - Natural Language and the Semantic Web Barney Pell 2 comments	invited talk [syn]  2407 views, 01:05:42 Dirichlet Processes, Chinese Restaurant Processes, and all that Michael I. Jordan 4 comments	invited talk [syn]  1749 views, 00:57:23 Challenges in Social Network Data: Processes, Privacy and Paradoxes Jon Kleinberg 3 comments	[syn]  255 views, 01:03:08 The Future of Image Search Jitendra Malik	[syn]  2346 views, 02:54:53 Some Mathematical Tools for Machine Learning Chris Burges 4 comments
201 views, 01:02:19 Nature, not human activity, rules the climate S. Fred Singer	innovation award [syn]  1661 views, 00:48:33 A Data Miner’s Story – Getting to Know the Grand Challenges Usama Fayyad 1 comment	[syn]  1611 views, 02:14:31 Introduction to kernel methods Alexander J. Smola 8 comments	192 views, 00:49:29 Lecture 10: Hooke's Law - Springs - Simple Harmonic Motion - Pendulum - Small Angle Approximation Walter H. G. Lewin 1 comment	[syn]  865 views, 02:25:53 Introduction to Statistical Machine Learning Marcus Hutter 3 comments

TOP LECTURES

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