Ebook: Lecture Notes on Numerical Analysis

Numerical computations in linear algebra (gaussian elimination, eigenvalues, singular values, LU, SVD, etc.), differential equations, heat and wave equations, approximation and interpolation, finite element method. For the latest version, see: http://www.math.umn.edu/~olver/num.html