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IFT 725 – Introduction to Neural Networks
The site is in French, but the lectures are in English. It has a lot more mathematical rigor than Hinton's course on Coursera, and oddly enough that makes the course easier to follow.
- madisonmay 13y agoThe site is in French, but the lectures are in English. It's much more mathematically rigorous than Hinton's Neural Networks course on Coursera, and oddly enough that seems to make the material easier to follow and comprehend. It's definitely worth giving it a look. A translation of the home page is available at http://goo.gl/DyWw9G http://goo.gl/DyWw9G
- gtani 13y agohere's a couple draft DL books, Bengio's only has 4 chapters in the directory but looks promising and very readable. http://www.iro.umontreal.ca/~bengioy/DLbook/ http://www.iro.umontreal.ca/~bengioy/DLbook/ http://research.microsoft.com/pubs/209355/NOW-Book-Revised-Feb2014-online.pdf http://research.microsoft.com/pubs/209355/NOW-Book-Revised-F...
- ivan_ah 13y agoSidenote, the PDF-->HTML tool used in the above link is awesome! https://github.com/coolwanglu/pdf2htmlEX https://github.com/coolwanglu/pdf2htmlEX