Introduction to Deep Learning (Turing Class)

(2019 Turing Summer Course)

Lecturer: Hao Dong (email: hao.dong(at)
Lecture 1 Introduction
Lecture 2 Convolutional Neural Networks & Computer Vision
Lecture 3 Recurrent Neural Networks & Natural Language Processing
Lecture 4 Generative Adversarial Networks
Lecture 5 GAN Applications
Lecture 6 TensorLayer
Lecture 7 Learning Methods: From data point of view
Lecture 8 Learning Methods: From mapping point of view
Lecture 9 Learning Methods: others
  • Transfer learning, meta learning
  • Domain adaptation ...
  • References