“大数据智能-参考课程”版本间的差异

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Stanford CS224
+
*Stanford CS224d
 
[http://cs224d.stanford.edu/ Deep Learning for Natural Language Processing]
 
[http://cs224d.stanford.edu/ Deep Learning for Natural Language Processing]
  
Stanford CS229
+
*Stanford CS229
 
[http://cs229.stanford.edu/ Machine Learning]
 
[http://cs229.stanford.edu/ Machine Learning]
  
Stanford CS231
+
*Stanford CS231
 
[http://cs231n.stanford.edu/ Convolutional Neural Networks for Visual Recognition]
 
[http://cs231n.stanford.edu/ Convolutional Neural Networks for Visual Recognition]
  
Stanford CS20SI  
+
*Stanford CS20SI  
 
[http://web.stanford.edu/class/cs20si/ Tensorflow for Deep Learning Research]
 
[http://web.stanford.edu/class/cs20si/ Tensorflow for Deep Learning Research]
  
Stanford CS246
+
*Stanford CS246
 
[http://web.stanford.edu/class/cs246/ Mining Massive Data Sets]
 
[http://web.stanford.edu/class/cs246/ Mining Massive Data Sets]
 
([http://www.mmds.org MMDS])
 
([http://www.mmds.org MMDS])
  
Stanford CS276
+
*Stanford CS276
 
[http://web.stanford.edu/class/cs276/ Information Retrieval and Web Search]
 
[http://web.stanford.edu/class/cs276/ Information Retrieval and Web Search]
  
UC-Berkeley CS294
+
*UC-Berkeley CS294
 
[http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning]
 
[http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning]
  
CMU 10715
+
*UC-Berkeley Stat212b
 +
[http://joanbruna.github.io/stat212b/ Topics Course on Deep Learning]
 +
 
 +
*CMU 10715
 
[http://www.cs.cmu.edu/~epxing/Class/10715/lecture.html Advanced Introduction to Machine Learning]
 
[http://www.cs.cmu.edu/~epxing/Class/10715/lecture.html Advanced Introduction to Machine Learning]

2018年7月26日 (四) 14:31的版本

  • Stanford CS224d

Deep Learning for Natural Language Processing

  • Stanford CS229

Machine Learning

  • Stanford CS231

Convolutional Neural Networks for Visual Recognition

  • Stanford CS20SI

Tensorflow for Deep Learning Research

  • Stanford CS246

Mining Massive Data Sets (MMDS)

  • Stanford CS276

Information Retrieval and Web Search

  • UC-Berkeley CS294

Deep Reinforcement Learning

  • UC-Berkeley Stat212b

Topics Course on Deep Learning

  • CMU 10715

Advanced Introduction to Machine Learning