About the Book: This textbook introduces advanced undergraduates and early graduate students to numerical analysis, emphasizing algorithms for approximate solutions in science and engineering. Topics include error analysis, linear systems, least squares, eigenvalues, interpolation, differentiation, integration, nonlinear equations, optimization, and ODEs/PDEs, with MATLAB-based implementations and analysis of efficiency, accuracy, and robustness.