课程参考书
深度学习
- Yoshua Bengio, Ian Goodfellow, Aaron Courville, Deep Learning, MIT Press, 2016. DeepLearningBook
- Google brain team, TensorFlow: Large-scale machine learning on heterogeneous systems, whitepaper, 2015.
大数据智能
- 刘知远,崔安欣等,大数据智能:互联网时代的机器学习和自然语言处理技术. 电子工业出版社,2016年。
数据挖掘
- Leskovec, Jure, Anand Rajaraman, and Jeffrey David Ullman. Mining of massive datasets. Cambridge University Press, 2014. MMDS_book
- Vijay Agneeswaran, Real-Time Applications with Storm, Spark, and More Hadoop Alternatives, 2014.