Deep Learning Resources


CS 20SI: Tensorflow for Deep Learning Research

  • Stanford University Course
  • Winter quarter (January - June, 2017)
  • Links (Slides, Codes)

CS231n: Convolutional Neural Networks for Visual Recognition

  • Stanford University Course
  • Spring 2017
  • Links (Slides, Notes)
  • Links (Videos, Winter 2016)

CS224n: Natural Language Processing with Deep Learning

  • Stanford University Course
  • Winter quarter (January - March, 2017)
  • Links (Slides, Notes)
  • Links (Videos)

Deep Learning for Natural Language Processing

  • Oxford University Course
  • Winter quarter (2017)
  • Links (Slides, Notes, Videos)

Neural Networks for Machine Learning

  • Coursera & University of Toronto
  • 2017
  • Links (Slides, Videos)

CSC 321: Intro to Neural Networks and Machine Learning

  • University of Toronto
  • Winter 2017
  • Links (Slides, Codes)

DS-GA-1008: Deep Learning

  • New York University
  • Spring 2017
  • Links (Slides)

Learning Algorithms IFT6266 (which is really a Deep Learning course)

  • Université de Montréal
  • Winter 2017
  • Links (Slides)

Online Course on Neural Networks

  • Université de Sherbrooke
  • Winter 2017
  • Links (Slides, Videos)

Practical Deep Learning For Coders, Part 1

  • Online Course by fast.ai
  • Links (Notes, Videos)

Deep Learning

  • Université Paris Saclay
  • Spring 2017
  • Links (Slides, Codes)