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We've already published the top big data presentations on slideshare, as well as great Github list of public data sets, or top machine learning projects, or top R packages. We've asked our readers to share a list of top Data Science videos on YouTube. Here, we share a list of top data science presentations from VideoLectures.net. 

Slide from presentation #1 below

These presentations received 5 to 20 times fewer page views than those on Slideshare, because they are far more technical, and attract a different, truly technical audience. You can check the entire list here. Below are 25 that are listed at the top (ranking is based on unknown criteria).

  1. 26971 views, 1:00:45,  Gaussian Process Basics, David MacKay, 8 comments
  2. 7799 views, 3:08:32, Introduction to Machine Learning, Iain Murray
  3. 16092 views, 1:28:05, Introduction to Support Vector Machines, Colin Campbell, 22 comments
  4. 5755 views, 2:53:54, Probability and Mathematical Needs, Sandrine Anthoine, 2 comments
  5. 7960 views, 3:06:47, A tutorial on Deep Learning, Geoffrey E. Hinto
  6. 3858 views, 2:45:25, Introduction to Machine Learning, John Quinn, 1 comment
  7. 13758 views, 5:40:10, Statistical Learning TheoryJohn Shawe-Taylor3 comments
  8. 12226 views, 1:01:20, Semisupervised Learning Approaches, Tom Mitchell,8 comments
  9. 1596 views, 1:04:23, Why Bayesian nonparametrics?Zoubin Ghahramani,  1 comment
  10. 11390 views, 3:52:22, Markov Chain Monte Carlo Methods, Christian P. Robert,5 comments
  11. 3153 views, 2:15:00, Data mining and Machine learning algorithms, José L. Balcázar, 1 comment
  12. 10322 views, 5:15:43, Graphical models, Zoubin Ghahramani, 23 comments
  13. 11071 views, 1:05:40, Dirichlet Processes, Chinese Restaurant Processes, and all that,Michael I. Jordan7 comments
  14. 10550 views, 1:06:55, Generative Models for Visual Objects and Object Recognition via Bay..., Fei-Fei Li, 11 comments
  15. 9312 views, 03:21, K-nearest neighbor classification, Antal van den Bosch,7 comments
  16. 4800 views, 2:07:31, Patterns in Vector Spaces, Elisa Ricci, 1 comment
  17. 736 views, 16:55, Twitter Sentiment  in Financial Domain, Miha Grčar, 1 comment
  18. 6789 views, 2:06:40, Introduction to kernel methods, Bernhard Schölkopf,  5 comments
  19. 6849 views, 2:54:37, Some Mathematical Tools for Machine Learning, Chris Burges, 6 comments
  20. 6792 views, 1:24:46, Bayesian Learning, Zoubin Ghahramani,  9 comments
  21. 6689 views, 4:33:48, Graphical Models and Variational Methods, Christopher Bishop, 11 comments
  22. 844 views, 17:05, High-Dimensional Graphical Model Selection, Animashree Anandkumar
  23. 5862 views, 57:16, Introduction to feature selection, Isabelle Guyon,  1 comment
  24. 5541 views, 2:14:21, Introduction to kernel methods, Alexander J. Smola,  8 comments
  25. 2304 views, 3:22:46, Introduction to Kernel Methods, Liva Ralaivola,  1 comment 

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