Material for the Deep Learning Course

• Videos of a Deep Learning Course at Collège de France by Yann LeCun in 2016 (in French, dubbed in English and Chinese).
• Spring 2016 version of this course (taught by Zaid Harchaoui):
• Slides of recent talks by Yann LeCun.
• A quick overview of some of the material contained in the course is available from a ICML 2013 tutorial on Deep Learning:
  • Slides: PDF
  • video
• Q&A about deep learning (Spring 2013 course on large-scale ML)
  • Video (2013)
• 2014 International Conference on Learning Representations (ICLR 2014)
  • Youtube Video Playlist
• 2015 Neural Information Processing Systems (NIPS 2015) Deep Learning symposium
  • Recommended papers

• Slides of Spring 2017 Deep Learning Course at NYU

(NOTE: the links to the slides below are copied from last years edition of the course and are being updated on the way)

* Intro to Deep Learning

• Slides: PDF

content below this line is from last year

* Introducing A1 and Torch

• A1: PDF

* Introducing backpropagation

• Slides: PDF

* Torch

* No class

* Introducing Convolutional Neural Networks

• Slides: PDF

* A2: PDF

* Slides: PDF

* Slides: PDF

* Slides: PDF

* Slides: PDF

* Slides1: PDF * Slides2: PDF

* A3: PDF

* Slides: PDF

* Slides: PDF

* A4: PDF

* Slides: PDF

Correction of Assignment #3. History of AI. * Slides: PDF

* Slides: PDF Link available until May 20th

* Slides: PDF