Date  Description  Course Materials 
Jan 8 
Introduction

[slides]

Jan 15 
Machine learning basics 
[slides]

Jan 22 
Multilayer neural networks 
[slides]

Jan 29 
Convolutional neural networks 
[slides]

Feb 5 
Chinese new year holiday; no class


Feb 12 
Optimization for training deep neural networks 
[slides]

Feb 19 
Network structures / Quiz 1 
[slides]

Feb 26 
Recurrent neural network (RNN) and LSTM 

Mar 5 
Reinforcement learning & deep learning 

Mar 12 
Generative adversarial networks (GAN) 

Mar 19 
Interpretation and visualization of neural network (Prof. Bolei Zhou) 

Mar 26 
Deep learning for video analysis (Prof. Dahua Lin) 

Apr 2 
Deep learning for biomedical applications (Prof. Shaoting Zhang) 

Apr 9 
Course sumup / Quiz 2 

   