This chapter is divided into two parts. In Part 1, a review of some essential mathematical concepts as related to differential equations and matrix analysis is presented. In Part 2, fundamentals of numerical methods, such as sources of computational errors, as well as iterations and rates of convergence are introduced. The materials presented here will be fully integrated throughout the book.