Powerpoint version of the slides: link
Course Info pdf (2015/09/18)
What is Machine Learning, Deep Learning and Structured Learning? pdf,mp4,download (2015/09/18)
Neural Network (Basic Ideas) pdf,mp4,download (2015/09/25)
Backpropagation pdf,mp4,download (2015/10/02)
Theano: DNNpdf,mp4,download (2015/10/02)
Tips for Training Deep Neural Network pdf,mp4,download (2015/10/16)
Neural Network with Memory pdf,mp4,download (2015/10/23)
Theano: RNN pdf,mp4,download(2015/10/23)
Training Recurrent Neural Network pdf,mp4,download (2015/10/30)
Introduction of Structured Learning pdf,mp4,download (2015/10/30)
Structured Linear Model pdf,mp4,download (2015/10/30)
Structured SVM pdf,mp4,download (2015/11/06)
Sequence Labeling Problem pdf,mp4,download (2015/11/13)
SVM^struct pdf,mp4,download (2015/11/20)
Learning with Hidden Information pdf,mp4,download (2015/11/20)
Graphical Model, Gibbs Sampling pdf,mp4,download (2015/11/27)
Markov Logic Network pdf,mp4,download (2015/11/27)
Deep Learning for Human Language Processing pdf,mp4,download (2015/12/04)
Deep Learning for Language Modeling pdf,mp4,download (2015/12/04)
Convolutional Neural Network (by Prof. Winston) (2015/12/11)
Caffe (by 呂相弘) pdf (2015/12/18)
Deep Reinforcement Learning (by 吳彥諶) pdf (2015/12/18)
Visual Question Answering (by 沈昇勳) pdf (2015/12/18)
Unsupervised Learning pdf,mp4,download (2015/12/25)
Attention-based Model pdf,mp4,download (2016/01/08)