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Books in CS
Algorithms
Artifical Intelligence
- Artificial Intelligence - Rich, Knight
- Deep Learning - Goodfellow, Bengio, Courville
- Elements of Statistical Learning - Hastie, Tibshirani, Friedman
- Pattern Recognition and Machine Learning - Bishop
- Programming Collective Intelligence - Segeran
- Reinforcement Learning: An Introduction - Sutton, Barto
- Algorithms for Reinforcement Learning - Szepesvari
- An Introduction to Statistical Learning - James, Witten, Hastie, Tibshirani
- Computer Vision: Algorithms and Applications - Szeliski
- Speech and Language Processing - Jurafsky, Martin
Computer Organization
Computer Networks
Security
Operating Systems
Compilers
Data Mining
Distributed Computing
Programming Languages