Deep Learning Resources

Courses

  1. Deep Learning Specialization by Andrew Ng at Coursera – Link
  2. Intro to Deep Learning with PyTorch – Facebook AI – Udacity – Link
  3. Deep Learning Nanodegree – Udacity – Link Github Link

Books

  1. Dive into Deep Learning (Online Book) – Link
  2. Deep Learning book by Ian Goodfellow et. al. – Link

Important Papers

  1. Why Does Unsupervised Pre-training Help Deep Learning? by Yoshua Bengio et al. – paper