DEEP LEARNING CLASSES
- NVIDIA Deep Learning Institute offers self-paced training and instructor-led workshops
- CS229: Machine Learning by Andrew Ng (Baidu)
- Deep Learning at Oxford by Nando de Freitas (University of Oxford)
- Neural Networks for Machine Learning by Geoffrey Hinton (Google, University of Toronto)
- Deep Learning for Computer Vision by Rob Fergus (Facebook, NYU)
- Learning from Data by Yasser Abu-Mostafa (Caltech)
- Deep Learning for Natural Language Processing (Stanford)
BLOG POSTS AND ARTICLES
- Deep Learning in a Nutshell Series by Tim Dettmers (University of Lugano, Switzerland)
- Hacker's Guide to Neural Networks by Andrej Karpathy (Stanford University)
- Getting Started with DIGITS by Allison Gray (NVIDIA)
- Deep Learning Posts on the ParallelForAll technical blog
TECHNICAL PRESENTATION AND WEBINARS
- Large-Scale Deep Learning for Building Intelligent Computer Systems by Jeff Dean (Google)
- Deep Learning: What's Next by Andrew Ng (Baidu)
- Deep Learning at Scale by Ren Wu (Baidu)
- GPUs and Machine Learning A Look at cuDNN by Sharan Chetlur (NVIDIA)