Courses on deep learning

Hi,

Are there any courses on deep learning? I see twikis and materials on them at Stanford, Toronto and Montreal. But are there any courses(advanced or papers) that are teaching deep learning.

I have already seen the coursera by Hinton but are there university courses.

Thanks

deep-learning machine-learning

asked Aug 21 '13 at 09:37

Arun Kumar
286●10●10●16

3 Answers:

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There are university courses at all the universities you mentioned and probably also at NYU that cover a lot of deep learning material, although I don't know if the Stanford one is still being taught regularly while Andrew Ng is spending his time running Coursera.

Russ Salakhutdinov and Geoff Hinton teach at Toronto, Yann LeCun teaches at NYU, and Yoshua Bengio teaches at Montreal. There may be others I am not aware of as well. You can also look at former PhD students of these professors that have gone on to academic positions and see what they are teaching.

answered Aug 23 '13 at 17:58

gdahl ♦
3414●5●35●59

Just noting down my finding about material on deep learning:

COURSES

Unsupervised Feature Learning, Fall 2010, Hongak Lee course in UMich. - Neural Networks by Geoff Hinton Coursera course
Introduction to Neural Networks and Machine Learning Geoffrey E. Hinton
Advanced Machine Learning Geoffrey E. Hinton
Another one by Hinton
Representation Learning by Y Bengio and another one
Yann Lecan has few topics in his ML course
Lorenzo
OpenClassRoom by AndrewNg. Only has introduction to neural networks
Bengios course outline and wiki type course material

WIKI

PEOPLE

META REFERENCES

WORKSHOPS

VIDEOS

ICML 2012
Yann LeCun and other talks
ICLR 2013
ICML 2013 Deep Learning 1 , Deep Learning 2 and DL and neuroscience
NIPS 2012
CVPR 2012
CVPR 2013 1

SOFTWARE

answered Aug 26 '13 at 00:12

Arun Kumar
286●10●10●16

edited Oct 16 '13 at 02:32

1	This sem, Prof Yann Lecun is giving a course, the videos of which are accessible online: techtalks.tv/deep_learning_nyu_spring_2014/ answered Mar 14 '14 at 06:13 Sharath Chandra 311●13●16●21

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Asked: Aug 21 '13 at 09:37

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Last updated: Mar 14 '14 at 06:13

Courses on deep learning

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