“大数据智能-参考教材”版本间的差异

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= 课程教材=
 
= 课程教材=
  
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*分布式系统：
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{| class="wikitable"
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# M Steen, AS Tanenbaum, Distributed systems: principles and paradigms, Prentice Hall, 2007. [https://www.distributed-systems.net Distributed Systems]
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|-
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! 类别!! 书名 !! 链接 
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|-
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| *分布式系统：|| # M Steen, AS Tanenbaum, Distributed systems: principles and paradigms, Prentice Hall, 2007. || [https://www.distributed-systems.net Distributed Systems]
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|}
  
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*数据挖掘：
 
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# Leskovec, Jure, Anand Rajaraman, Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. [http://www.mmds.org/ MMDS_book]
 
  
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*深度学习：
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{| class="wikitable"
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# Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, 2016. [http://www.deeplearningbook.org/ DeepLearningBook]
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! 类别!! 书名 !! 链接 
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| *数据库：|| # J. D. Ullman, J. Widom, A First Course in Database Systems, 3ed  ||  [http://infolab.stanford.edu/~ullman/fcdb.html FCDS]
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| *数据库：|| # Garcia-Molina, J. D. Ullman, J. Widom, Database System Implementation 1-12,  2ed, Pearson, 2009, 662s  ||  [http://infolab.stanford.edu/~ullman/dscb.html DSCB]
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|}
  
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*强化学习：
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# Richard S. Sutton, Andrew Barto, An Introduction to Reinforcement Learning, MIT Press, Cambridge, MA, 1998. [http://incompleteideas.net/book/the-book-2nd.html Intro_RL]
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{| class="wikitable"
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! 类别!! 书名 !! 链接 
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| *深度学习：|| # Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, Cambridge, MA, 2016.  || [http://www.deeplearningbook.org/ DeepLearningBook]
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[https://github.com/exacity/deeplearningbook-chinese Deep Learning 中文翻译]
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|}
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{| class="wikitable"
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|-
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! 类别!! 书名 !! 链接 
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|-
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| *强化学习：|| # Richard S. Sutton, Andrew Barto, An Introduction to Reinforcement Learning, MIT Press, Cambridge, MA, 1998. || [http://incompleteideas.net/book/the-book-2nd.html Intro_RL]
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|}
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{| class="wikitable"
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|-
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! 类别!! 书名 !! 链接 
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|-
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| *数据挖掘：|| # Leskovec, Jure, Anand Rajaraman, Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. || [http://www.mmds.org/ MMDS_book]
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|}
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=算法=
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#Algorithm 4th Edition, Author: Robert SedgeWick and Kevin Wayne, Website: https://algs4.cs.princeton.edu/home/
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#Introduction to Algorithms by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen (CLRS).

2019年7月16日 (二) 13:28的最后版本

课程教材

类别 书名 链接
*分布式系统： # M Steen, AS Tanenbaum, Distributed systems: principles and paradigms, Prentice Hall, 2007. Distributed Systems


类别 书名 链接
*数据库： # J. D. Ullman, J. Widom, A First Course in Database Systems, 3ed FCDS
*数据库： # Garcia-Molina, J. D. Ullman, J. Widom, Database System Implementation 1-12, 2ed, Pearson, 2009, 662s DSCB


类别 书名 链接
*深度学习： # Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, Cambridge, MA, 2016. DeepLearningBook

Deep Learning 中文翻译


类别 书名 链接
*强化学习： # Richard S. Sutton, Andrew Barto, An Introduction to Reinforcement Learning, MIT Press, Cambridge, MA, 1998. Intro_RL


类别 书名 链接
*数据挖掘： # Leskovec, Jure, Anand Rajaraman, Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. MMDS_book

算法

  1. Algorithm 4th Edition, Author: Robert SedgeWick and Kevin Wayne, Website: https://algs4.cs.princeton.edu/home/
  2. Introduction to Algorithms by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen (CLRS).
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