Resources
General Mathematics Texts Online
Calculus by Gilbert Strang. Wellesley-Cambridge Press. Made available by MIT open courseware.
Elementary Number Theory, A Computational Approach by William Stein. To be published by Springer-Verlag.
Graph Theory by Reinhard Diestel. Springer-Verlag.
The Matrix Cookbook A free desktop reference on matrix identities by Kaare Brandt Petersen and Michael Syskind Pedersen.
Notes on Differential Equations, by Bob Terrell. Cornell University.
Applied and Numerical Texts Online
Convex Optimization by Stephen Boyd and Lieven Vandenberghe. Cambridge University Press.
Handbook of Applied Cryptography, by Alfred J. Menezes , Paul C. van Oorschot, and Scott A. Vanstone. CRC Press.
Information Theory, Inference, and Learning Algorithms by David MacKay. Cambridge University Press.
Lecture Notes on Optimization, by Pravin Varaiya.
Numerical Methods and Analysis for Engineers by Douglas Wilhelm Harder. University of Waterloo.
Numerical Recipes by William H. Press, Saul A. Teukolsky, William T. Vetterling, Brian P. Flannery. Cambridge University Press.
Neural Network and Pattern Classification Texts Online
Machine Learning, Neural and Statistical Classification, D. Michie, D.J. Spiegelhalter, C.C. Taylor, editors.
Lists of Online Books
Mathematics Books Online compiled by the American Mathematical Society.
OnlineComputerBooks.com An extensive list of online books on programming, as well as mathematics, science and engineering.
Programming Tutorials
W3 Schools. Web programming.
Fortran 77 tutorial. Stanford University.
Fortran 90 Tutorial by Michael Metcalf, CN Division, CERN.