This is an introductory course on Mathematical Modelling, the most important scientific method for investigation of real world. The course gives the main concepts and mathematical apparatus of common and modern methods. Mathematical Modelling is a process of representing real world problems in mathematical terms in an attempt to find solutions to the problems.