d294: Deep neural networks course (free) [study material]

Deep neural networks course by professor Hugo Larochelle

Free Deep neural networks course provided by Hugo Larochellehttp://info.usherbrooke.ca/hlarochelle/neural_networks/content.html

Discussion group: https://groups.google.com/forum/#!forum/neural-networks-online-course

Topics covered in this online Course on Neural Networks:

  • Introduction and math revision
  • Feedforward neural network
  • Training neural networks
  • Conditional random fields
  • Training CRFs
  • Restricted Boltzmann machine
  • Autoencoders
  • Deep learning
  • Sparse coding
  • Computer vision
  • Natural language processing

Assignments: http://info.usherbrooke.ca/hlarochelle/neural_networks/evaluations.html