“大数据智能-参考课程”版本间的差异
来自iCenter Wiki
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=国际= | =国际= | ||
| − | *Stanford CS245 | + | {| class="wikitable" |
| − | [http://web.stanford.edu/class/cs245/ Principles of Data-Intensive Systems] | + | |- |
| − | + | ! 课名 !! 简写-大学 !! 链接 | |
| − | *Stanford CS224d | + | |- |
| − | [http://cs224d.stanford.edu/ Deep Learning for Natural Language Processing] | + | | Principles of Data-Intensive Systems || *Stanford CS245 || [http://web.stanford.edu/class/cs245/ Principles of Data-Intensive Systems] |
| − | + | |- | |
| − | *Stanford CS229 | + | | Deep Learning for Natural Language Processing || *Stanford CS224d || [http://cs224d.stanford.edu/ Deep Learning for Natural Language Processing] |
| − | [http://cs229.stanford.edu/ Machine Learning] | + | |- |
| − | + | | Machine Learning|| *Stanford CS229|| [http://cs229.stanford.edu/ Machine Learning] | |
| − | *Stanford CS231 | + | |- |
| − | [http://cs231n.stanford.edu/ Convolutional Neural Networks for Visual Recognition] | + | | Neural Networks for Visual Recognition|| *Stanford CS231 || [http://cs231n.stanford.edu/ Convolutional Neural Networks for Visual Recognition] |
| − | + | |- | |
| − | *Stanford CS20SI | + | | Tensorflow for Deep Learning Research|| *Stanford CS20SI || [http://web.stanford.edu/class/cs20si/ Tensorflow for Deep Learning Research] |
| − | [http://web.stanford.edu/class/cs20si/ Tensorflow for Deep Learning Research] | + | |- |
| − | + | | Mining Massive Data Sets|| *Stanford CS246 || [http://web.stanford.edu/class/cs246/ Mining Massive Data Sets]([http://www.mmds.org MMDS]) | |
| − | *Stanford CS246 | + | |- |
| − | [http://web.stanford.edu/class/cs246/ Mining Massive Data Sets] | + | | Information Retrieval and Web Search|| *Stanford CS276 || [http://web.stanford.edu/class/cs276/ Information Retrieval and Web Search] |
| − | ([http://www.mmds.org MMDS]) | + | |- |
| − | + | | Deep Reinforcement Learning|| *UC-Berkeley CS294 || [http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning] | |
| − | *Stanford CS276 | + | |- |
| − | [http://web.stanford.edu/class/cs276/ Information Retrieval and Web Search] | + | | Topics Course on Deep Learning|| *UC-Berkeley Stat212b || [http://joanbruna.github.io/stat212b/ Topics Course on Deep Learning] |
| − | + | |- | |
| − | *UC-Berkeley CS294 | + | | Advanced Introduction to Machine Learning|| *CMU 10715 || [http://www.cs.cmu.edu/~epxing/Class/10715/lecture.html Advanced Introduction to Machine Learning] |
| − | [http://rll.berkeley.edu/deeprlcourse/ Deep Reinforcement Learning] | + | |} |
| − | + | ||
| − | *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] | + | |
=国内= | =国内= | ||
2019年4月20日 (六) 02:28的版本
国际
| 课名 | 简写-大学 | 链接 |
|---|---|---|
| Principles of Data-Intensive Systems | *Stanford CS245 | Principles of Data-Intensive Systems |
| Deep Learning for Natural Language Processing | *Stanford CS224d | Deep Learning for Natural Language Processing |
| Machine Learning | *Stanford CS229 | Machine Learning |
| Neural Networks for Visual Recognition | *Stanford CS231 | Convolutional Neural Networks for Visual Recognition |
| Tensorflow for Deep Learning Research | *Stanford CS20SI | Tensorflow for Deep Learning Research |
| Mining Massive Data Sets | *Stanford CS246 | Mining Massive Data Sets(MMDS) |
| Information Retrieval and Web Search | *Stanford CS276 | Information Retrieval and Web Search |
| Deep Reinforcement Learning | *UC-Berkeley CS294 | Deep Reinforcement Learning |
| Topics Course on Deep Learning | *UC-Berkeley Stat212b | Topics Course on Deep Learning |
| Advanced Introduction to Machine Learning | *CMU 10715 | Advanced Introduction to Machine Learning |
国内
- 复旦大学
