Leading courses in machine learning and deep learning

CS231n: Convolutional Neural Networks for Visual Recognition:

  1. http://cs231n.stanford.edu/
  2. https://drive.google.com/drive/u/0/folders/0B62MBK9B2knSY3ZmeHktSEhJNXM
  3. http://cs231n.stanford.edu/syllabus.html

Machine Learning by Andrew Ng:

  1. https://www.coursera.org/learn/machine-learning
  2. https://www.coursera.org/learn/machine-learning#syllabus

Learning From Data, Introductory Machine Learning:

  1. https://work.caltech.edu/telecourse.html
  2. https://work.caltech.edu/lectures.html#lectures
  3. https://work.caltech.edu/homeworks.html#schedule

Deep Learning by Google:

  1. https://www.udacity.com/course/deep-learning–ud730

Deep Learning by Nando De Freitas:

  1. https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/
  2. https://www.youtube.com/watch?v=PlhFWT7vAEw&list=PLE6Wd9FR–EfW8dtjAuPoTuPcqmOV53Fu&index=16

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