Favorite Books

Mathematics

• Deisenroth, Marc Peter, A. Aldo Faisal, and Cheng Soon Ong. Mathematics for ma­chine learn­ing. Cambridge University Press, 2020.
• Graham, Ronald L., et al. “Concrete math­e­mat­ics: a foun­da­tion for com­puter sci­ence.” Computers in Physics 3.5 (1989): 106 – 107.

Algorithms

• Donald Knuth. The Art of Computer Programming.
• Algorithms se­ries, Robert Sedgewick:
  • Sedgewick, Robert. Algorithms in c++, parts 1 – 4: fun­da­men­tals, data struc­ture, sort­ing, search­ing. Pearson Education, 1998.
  • Sedgewick, Robert. “Algorithms in C++, Part 5: Graph al­go­rithms. Addition-Wesley.” (2002).
  • Sedgewick, Robert, and Kevin Wayne. “Algorithms (4th edn).” (2011).
• Sedgewick, Robert, and Kevin Wayne. Computer sci­ence: An in­ter­dis­ci­pli­nary ap­proach. Addison-Wesley Professional, 2016.
• Jeff Erickson. Algorithms

Computer Graphics

• Dunn, Fletcher, and Ian Parberry. 3D math primer for graph­ics and game de­vel­op­ment. CRC Press, 2011.
• Shirley, Peter. “Ray trac­ing in one week­end.” Amazon Digital Services LLC 1 (2018).

Programming Languages

• Alexandrescu, Andrei. The D pro­gram­ming lan­guage. Boston: Addison-Wesley, 2010.
• Gottschling, Peter. Discovering mod­ern C++: an in­ten­sive course for sci­en­tists, en­gi­neers, and pro­gram­mers. Addison-Wesley Professional, 2015.