An important class of stochastic processes are Markov processes. This class of processes have some special properties that make them manageable to treat mathematically. A Markov process is governed by the Markov property which states that the future behaviour of the process given its path only depends on its present state. Before we proceed into what a Markov process is we need to introduce the concept of intensity.