For a number of processes in biology the appropriate stochastic modelling is done in terms of multi-scale Markov processes with fully dependent slow and fast fluctuating variables. The most common examples of such multi-scale processes are deterministic evolutions, jump-diffusions, and state dependent Markov chains. The law of large numbers limit, central limit theorem, and the corresponding...