Numerical mathematics is a crucial tool at the crossroads of several disciplines, including physics, life sciences, engineering, economics, and areas of financial mathematics. Its main purpose is to develop, analyze, and apply scientific computing methods to various problems. This book provides the mathematical foundations of such numerical methods, and examines theoretical properties and demonstrates practical examples. Scientific computing algorithms and examples are illustrated through the MATLAB software and cover a broad range of real-life problems.