大数据智能-参考教材

课程教材

• 分布式系统：

1. M Steen, AS Tanenbaum, Distributed systems: principles and paradigms, Prentice Hall, 2007. Distributed Systems

• 数据挖掘：

1. Leskovec, Jure, Anand Rajaraman, Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. MMDS_book

• 深度学习：

1. Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, Cambridge, MA, 2016. DeepLearningBook Deep Learning 中文翻译

• 强化学习：

1. Richard S. Sutton, Andrew Barto, An Introduction to Reinforcement Learning, MIT Press, Cambridge, MA, 1998. Intro_RL