大数据智能-参考教材
来自iCenter Wiki
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 |
| 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
- Algorithm 4th Edition, Author: Robert SedgeWick and Kevin Wayne, Website: https://algs4.cs.princeton.edu/home/
- Introduction to Algorithms by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen (CLRS).
