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大数据智能-参考课程

添加372字节2019年6月6日 (四) 02:00
/* 国际 */
=国际=
 
*数据系统课程
{| 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
 
{| 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]
|-
| Tensorflow for Deep Learning Research|| *Stanford CS20SI || [http://web.stanford.edu/class/cs20si/ Tensorflow for Deep Learning Research]
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| 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]
|-
| Deep Reinforcement Learning|| *UC-Berkeley CS294 || [http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning]
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| 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
 
{| 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]
|}
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