Mathematical modeling and numerical simulation have become the third pillar of scientific research alongside experimentation and theory formation. This textbook provides a compact foundation for developing mathematical models in the natural, engineering, and life sciences. It addresses questions related to dimensional analysis, asymptotic development, and boundary layers, explaining them through case studies. A general understanding of calculus and linear algebra is required for comprehension.