Computer Vision :
1. CS231n: Convolutional Neural Networks for Visual Recognition by Fei-Fei Li, Andrej Karpathy and Justin Johnson, 2016. [Stanford]
2. Deep Learning for Computer Vision by Rob Fergus, NIPS 2013 tutorial.
3. Deep Learning for Computer Vision by Prof. C. V. Jawahar, NCVPRIPG 2015 tutorial.
4. Neural Networks for Machine Learning by Geoffrey Hinton, 2012. [Coursera]
5. Lecture notes from Geoffrey Hinton's classes on neural networks 2013.
6. Deep Learning Course by Nando de Freitas, 2015. [Oxford]
7. Deep Learning Course [CILVR lab, NYU]
8. Deep Learning by Vincent Vanhoucke and Arpan Chakraborty, 2016. [Udacity/Google]
9. Computer Vision Video Lectures by Dr. Mubarak Shah
Natural Language Processing :
1. A Deep Learning Tutorial: From Perceptrons to Deep Networks by Ivan Vasilev.
2. CS224d: Deep Learning for Natural Language Processing by Richard Socher. [Stanford]
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