This is an introductory course to mathematical modeling in science and engineering. The first part covers foundations of mathematical modelling. The second part discusses the applications, including mechanical vibrations, population dynamics, and traffic flow. Students will learn diverse modeling approaches to formulate, analyze and evaluate models mathematically. The course comprises both lectures and tutorials.