This textbook is intended for readers who want to understand the main principles of Modeling and Simulations in settings that are important for the applications, without using profound mathematical tools required by most advanced texts. In particular, it can be useful for beginning applied mathematicians and engineers. The goal of this book is to outline Mathematical Modeling using simple mathematical description that makes it accessible for first- and second-year students (undergraduate courses for bachelor's degrees).