The main concepts of combinatorial, metric and quantum graphs are introduced. Key to this summary is the derivation of a self-adjoint realization of a differential operator on metric graphs. Subsequently, partial differential equations are posed on metric graphs and their weak formulation are derived. In particular, a generalized heat equation and a reaction-diffusion equation on metric graphs are treated. This chapter in addition defines and illustrates several example graphs and test problems frequently used throughout this book.