Difference between revisions of "Miao Fan"

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[http://mmds.org/ Mining of Massive Datasets] [https://www.youtube.com/channel/UC_Oao2FYkLAUlUVkBfze4jg Youtube(视频)]
 
[http://mmds.org/ Mining of Massive Datasets] [https://www.youtube.com/channel/UC_Oao2FYkLAUlUVkBfze4jg Youtube(视频)]
  
[http://spark.apache.org/docs/latest/api/python/index.html  PySpark 2.x] [https://www.youtube.com/playlist?list=PL-x35fyliRwhDv3g1dae8v2F6-_bzBfGK YouTube视频]  
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[http://spark.apache.org/docs/latest/api/python/index.html  PySpark 2.x] [https://www.youtube.com/playlist?list=PL-x35fyliRwhDv3g1dae8v2F6-_bzBfGK YouTube视频] [http://litaotao.github.io/introduction-to-spark?s=inner 参考文档]
  
 
[https://www.dropbox.com/s/d6fyn4a5ag3atzk/bookdraft2016aug.pdf Reinforcement Learning: An Introduction (MIT Press)]
 
[https://www.dropbox.com/s/d6fyn4a5ag3atzk/bookdraft2016aug.pdf Reinforcement Learning: An Introduction (MIT Press)]

Revision as of 12:13, 24 September 2016

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Curriculum Vitae 个人简历 新浪微博


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Google Scholar(谷歌学术档案)

DBLP(DBLP论文索引)

Kaggle Profile(Kaggle竞赛成绩)


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B.Eng Dissertation (北京邮电大学本科优秀毕业设计:基于百科知识的中文自动问题生成技术的研究与系统实现)

Ph.D. Research Proposal(清华大学博士开题报告:基于低维表示的大规模实体关系挖掘技术研究)

[Ph.D. Thesis (清华大学博士论文)] [References(可参考已发表的学术论文集)]

Slides of NYU Special Talks(美国纽约大学授课讲义:Statistical NLP: A Machine Learning Perspective)


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[范淼、李超;《Python机器学习及实践:从零开始通往Kaggle竞赛之路》; 清华大学出版社 (Tsinghua University Press)] 源代码 (Source Codes) Slides Github

[范淼;《PySpark 2.0 分布式机器学习与大数据分析》 ;清华大学出版社 (Tsinghua University Press) 计划出版] YouTube视频 [源代码(Source Codes)]

[范淼;《Python推荐系统实战》(Recommender System in Practice with Python Programming)]

[范淼;《Python深度学习实践》] Yann LeCun, Yoshua Bengio & Geoffrey Hinton; Nature: Review of Deep Learning


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Deep Learning(校对图书) 公开下载网址 Tutorial(教程) Google TensorFlow

Machine Learning (Stanford University) YouTube(视频) 网易公开课视频

Mining of Massive Datasets Youtube(视频)

PySpark 2.x YouTube视频 参考文档

Reinforcement Learning: An Introduction (MIT Press)


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Outstanding Friends: Wenbing Huang