Deep Reinforcement Learning (John Schulman, OpenAI)

The talks at the Deep Learning School on September 24/25, 2016 were amazing. I clipped out individual talks from the full live streams and provided links to each below in case that's useful for people who want to watch specific talks several times (like I do). Please check out the official website (http://www.bayareadlschool.org) and full live streams below.

Having read, watched, and presented deep learning material over the past few years, I have to say that this is one of the best collection of introductory deep learning talks I've yet encountered. Here are links to the individual talks and the full live streams for the two days:

1. Foundations of Deep Learning (Hugo Larochelle, Twitter) -    • Foundations of Deep Learning (Hugo Laroche...  
2. Deep Learning for Computer Vision (Andrej Karpathy, OpenAI) -    • Deep Learning for Computer Vision (Andrej ...  
3. Deep Learning for Natural Language Processing (Richard Socher, Salesforce) -    • Deep Learning for Natural Language Process...  
4. TensorFlow Tutorial (Sherry Moore, Google Brain) -    • TensorFlow Tutorial (Sherry Moore, Google ...  
5. Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU) -    • Foundations of Unsupervised Deep Learning ...  
6. Nuts and Bolts of Applying Deep Learning (Andrew Ng) -    • Nuts and Bolts of Applying Deep Learning (...  
7. Deep Reinforcement Learning (John Schulman, OpenAI) -    • Deep Reinforcement Learning (John Schulman...  
8. Theano Tutorial (Pascal Lamblin, MILA) -    • Theano Tutorial (Pascal Lamblin, MILA)  
9. Deep Learning for Speech Recognition (Adam Coates, Baidu) -    • Deep Learning for Speech Recognition (Adam...  
10. Torch Tutorial (Alex Wiltschko, Twitter) -    • Torch Tutorial (Alex Wiltschko, Twitter)  
11. Sequence to Sequence Deep Learning (Quoc Le, Google) -    • Sequence to Sequence Deep Learning (Quoc L...  
12. Foundations and Challenges of Deep Learning (Yoshua Bengio) -    • Foundations and Challenges of Deep Learnin...  

Full Day Live Streams:
Day 1:    • Видео  
Day 2:    • Видео  

Go to http://www.bayareadlschool.org for more information on the event, speaker bios, slides, etc. Huge thanks to the organizers (Shubho Sengupta et al) for making this event happen.