机器学习资源

• coursera的机器学习公开课
  https://www.coursera.org/learn/machine-learning

• neural-networks-and-deep-learning
  https://hit-scir.gitbooks.io/neural-networks-and-deep-learning-zh_cn/content/

• Udacity深度学习免费公开课
  https://classroom.udacity.com/courses/ud730

• 《Deep Learning》

  • 官网http://www.deeplearningbook.org/
  • 中文版pdf下载地址：https://pan.baidu.com/s/1hr8qadY
  • 中文版github地址：https://github.com/exacity/deeplearningbook-chinese
  • 英文版pdf下载地址：https://pan.baidu.com/s/1qYc1PkK
  • 英文版github地址：https://github.com/HFTrader/DeepLearningBook

• CS 229 Machine Learning
  http://cs229.stanford.edu/materials.html

• CS224d: Deep Learning for Natural Language Processing
  http://cs224d.stanford.edu/

• CS231n: Convolutional Neural Networks for Visual Recognition
  http://cs231n.github.io/
• CS 20SI: Tensorflow for Deep Learning Research
  https://web.stanford.edu/class/cs20si/