机器学习记录

  1. [done] Andrew NG coursera 机器学习
  2. cs229 https://see.stanford.edu/course/cs229
  3. UFLDL
    UFLDL2
    西瓜书《机器学习》 机器学习实战
  4. 机器学习基石(林轩田)
    机器学习技法

    李宏毅

配合着台湾林轩田的《机器学习基石+技法》把李航的《统计学习方法》这本书走一遍

http://speech.ee.ntu.edu.tw/~tlkagk/courses.html
https://www.youtube.com/channel/UC2ggjtuuWvxrHHHiaDH1dlQ/playlists

花书

  1. Neural Network for Machine Learning-coursera-多伦多大学
  2. cs224n
  3. cs231n
  4. Neural Networks for NLP
  5. http://neuralnetworksanddeeplearning.com/chap1.html
  6. deeplearning http://speech.ee.ntu.edu.tw/~tlkagk/courses.html
    http://blog.csdn.net/zouxy09/article/details/8775360
    https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/
  7. drl CS 294
  8. MIT 6.S191 (bilibili未搬运) https://www.youtube.com/watch?v=JN6H4rQvwgY&index=1&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI
  9. David Silver
  10. https://www.coursera.org/specializations/machine-learning
  11. deeplearning.ai coursera
  12. http://gameaibook.org
  13. 《Patten Recognition and Machine Learning》,《Elements of Statistical Learning》
    Machine Learning A Probabilistic Perspective Learning
  14. http://deeplearning.net/reading-list/