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@@ -28,7 +28,7 @@
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9. [Demystifying Unsupervised Feature Learning ](https://www.youtube.com/watch?v=wZfVBwOO0-k) By Adam Coates
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10. [Visual Perception with Deep Learning](https://www.youtube.com/watch?v=3boKlkPBckA) By Yann LeCun
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11. [The Next Generation of Neural Networks](https://www.youtube.com/watch?v=AyzOUbkUf3M) By Geoffrey Hinton on GoogleTechTalks
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-12. [Deep Learning for NLP (without Magic)](http://techtalks.tv/talks/deep-learning-for-nlp-without-magic-part-1/58414/) By Richard Socher (Stanford University) and Christopher D. Manning (Stanford University)
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+12. [Deep Learning for NLP (without Magic)](http://techtalks.tv/talks/deep-learning-for-nlp-without-magic-part-1/58414/) By Richard Socher and Christopher D. Manning (Stanford University)
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### Papers
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hady elsahar