Machine Learning

Dimension Reduction using Spectral Decomposition

• PCA
• LDA

Deep Learning

• Hugo Larochelle's Deep Learning Lecture
• http://info.usherbrooke.ca/hlarochelle/neural_networks/content.html
• Deep Learning Tutorials
• http://videolectures.net/deeplearning2015_montreal/
• Deep Learning NIPS’2015 Tutorial Geoff Hinton, Yoshua Bengio & Yann     LeCun
• http://www.iro.umontreal.ca/~bengioy/talks/DL-Tutorial-NIPS2015.pdf
• Text book written by Ian Goodfellow, Aaron Courville, and Yoshua Bengio
• https://goodfeli.github.io/dlbook/  
• JÜRGEN SCHMIDHUBER
• https://indico.cern.ch/…/1183…/1714976/deep2015white_new.pdf