Computer Science

Literature

Course books

• Design Concepts in Programming Languages. Turbak (2008)
• Advanced Programming in the Unix Environment. Stevens, Rago (2013)
• Introduction to Algorithms. Stein, et. al. (2009)
• Computer Systems: A programmers perspective. Bryant, O'Hallaron (2011)
• Database Systems Concepts. Korth, et. al. (2004)

Computer Languages

• Matlab: A Practical Introduction to Programming and Problem Solving. Attaway (2012)
• Essential Matlab for Engineers and . Hahn, Valentine (2010)
• Matlab: An Introduction With Applications. Gilat (2010)
• Building Java Programs. Reges, Stepp (2011)

Formal Language Theory

• Introduction to Functional Programming. Harrison (1997)
• Introduction to Automata Theory, Languages and Computation. Hopcroft, et. al. (2001)

Machine Learning

• Artificial Intelligence. Luger (2008)
• Pattern Recognition and Machine Learning. Bishop (2006)
• The Elements of Statistical Learning. Hastie, et. al. (2008)
• Pattern Classification. Duda, Hart, Stork (2012)
• Neural Networks for Pattern Recognition. Bishop (1995)
• GMM notes
• Expectation Maximization and Newton's method notes
• Logistic Regression notes
• Matrix Factorization notes

Artificial Intelligence

• Artificial Intelligence. Luger (2008)
• Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations. Shoham (2009)
• Game Theory Notes. Stanford