查看“大数据智能-参考课程”的源代码

=国际=

*数据系统课程 BD_DB

{| class="wikitable"
|-
! 课名 !! 简写-大学 !! 链接 
|-
| Data Management and Data Systems || *Stanford CS145 || [https://cs145-fa18.github.io/ Data Management and Data Systems]
|-
| Principles of Data-Intensive Systems || *Stanford CS245 ||  [http://web.stanford.edu/class/cs245/ Principles of Data-Intensive Systems]
|-
| Data-Intensive Systems for the Next 1000x || *Stanford CS345S ||  [http://futuredata.stanford.edu/classes/cs345s/ Data-Intensive Systems for the Next 1000x]
|}


*机器学习课程 ML

{| class="wikitable"
|-
! 课名 !! 简写-大学 !! 链接 
|-
| Deep Learning for Natural Language Processing || *Stanford CS224d ||  [http://cs224d.stanford.edu/ Deep Learning for Natural Language Processing] 
|-
| Machine Learning|| *Stanford CS229||  [http://cs229.stanford.edu/ Machine Learning]   
|-
| Neural Networks for Visual Recognition|| *Stanford CS231 ||  [http://cs231n.stanford.edu/ Convolutional Neural Networks for Visual Recognition]
|-
| Deep Reinforcement Learning|| *UC-Berkeley CS294 ||  [http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning]
|-
| Topics Course on Deep Learning|| *UC-Berkeley Stat212b  ||  [http://joanbruna.github.io/stat212b/ Topics Course on Deep Learning]
|-
| Advanced Introduction to Machine Learning|| *CMU 10715 || [http://www.cs.cmu.edu/~epxing/Class/10715/lecture.html Advanced Introduction to Machine Learning]
|}


*数据挖掘与信息检索课程 DM_IR

{| class="wikitable"
|-
! 课名 !! 简写-大学 !! 链接 
|-
| Mining Massive Data Sets|| *Stanford CS246 ||  [http://web.stanford.edu/class/cs246/ Mining Massive Data Sets]([http://www.mmds.org MMDS])   
|-
| Information Retrieval and Web Search|| *Stanford CS276 || [http://web.stanford.edu/class/cs276/ Information Retrieval and Web Search]
|}

=国内=

*复旦大学 
[https://nndl.github.io 神经网络与深度学习]