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LIST OF TOP LECTURES
(counting since March 2007)
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Page 1 of 107
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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
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