[Download] Hugo Larochelle-Neural Networks Video Lectures

Welcome to my online course on neural networks

Here is the list of topics covered in the course, segmented over 10 weeks. Each week is associated with explanatory video clips and recommended readings.

  1. Introduction and math revision
  2. Feedforward neural network
  3. Training neural networks
  4. Conditional random fields
  5. Training CRFs
  6. Restricted Boltzmann machine
  7. Autoencoders
  8. Deep learning
  9. Sparse coding
  10. Computer vision
  11. Natural language processing

Posted: February 19, 2019

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