We introduce the differences between stochastic models and deterministic models by studying a birth/death process. Then we examine the steady state behavior of an immigration/death process. We introduce a model with events in the Lac Operon section. Finally, we reproduce the results in the paper "Modelling the actions of chaperones and their role in ageing" in the Chaperones Role in Ageing section.