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.