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大数据与机器智能

添加3字节2017年6月13日 (二) 03:15
/* 课程教材 */
= 课程教材=
*分布式系统:
# M Steen, AS Tanenbaum, Distributed systems: principles and paradigms, Prentice Hall, 2007. [https://www.distributed-systems.net Distributed Systems]
*数据挖掘:
# Leskovec, Jure, Anand Rajaraman, and Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. [http://www.mmds.org/ MMDS_book]
*神经网络:
# Yoshua Bengio, Ian Goodfellow, Aaron Courville, Deep Learning, MIT Press, 2016. [http://www.deeplearningbook.org/ DeepLearningBook]
*强化学习:
# Richard S. Sutton, Andrew Barto, An Introduction to Reinforcement Learning, MIT Press, 1998. [http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html Intro_RL]
 
= 参考资料 =
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