Best Books

Programming and Software Development

Bjarne Stroustrup "The C++ Programming Language"

website, amazon, goodreads

Scott Meyers "Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14"

amazon, goodreads

Scott Meyers "More Effective C++"

Scott Meyers "Effective C++: 55 Specific Ways to Improve Your Programs and Designs"

Math: Introduction

Richard Courant, Herbert Robbins "What Is Mathematics?: An Elementary Approach to Ideas and Methods"

George Pólya "How to Solve It: A New Aspect of Mathematical Method"

Martin Gardner "My Best Mathematical and Logic Puzzles"

Linear Algebra

Gilbert Strang "Introduction to Linear Algebra"

Gene H. Golub, Charles F. Van Loan "Matrix Computations"

Lloyd N. Trefethen, David Bau "Numerical Linear Algebra"

Numerical Optimization

Michael T. Heath "Scientific Computing"

Justin Solomon "Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics"

Jorge Nocedal, Stephen J. Wright - Numerical Optimization

R. Fletcher "Practical Methods of Optimization"

Press, Teukolsky, Vetterling, Flannery "Numerical Recipes: The Art of Scientific Computing"

Probability

Dimitri P. Bertsekas, John N. Tsitsiklis "Introduction to Probability"

Sheldon M. Ross "A First Course in Probability"

Algorithms

Thomas H. Cormen "Introduction to Algorithms"

Robert Sedgewick, Kevin Wayne "Algorithms"

Image Processing

Rafael C. Gonzalez, Richard E. Woods "Digital Image Processing"

Computer Vision

Richard Szeliski "Computer Vision: Algorithms and Applications"

Richard Hartley, Andrew Zisserman "Multiple View Geometry in Computer Vision"

GPU Computing

Jason Sanders, Edward Kandrot "CUDA by Example: An Introduction to General-Purpose GPU Programming"

David B. Kirk "Programming Massively Parallel Processors: A Hands-On Approach"

Computer Graphics

Robert Bridson "Fluid Simulation for Computer Graphics"

Matt Pharr, Greg Humphreys, Wenzel Jakob "Physically Based Rendering: From Theory to Implementation"