In this lecture I will introduce non-commutative geometry in the form of fuzzy spaces and explain how we have begun examining random fuzzy spaces using Markov Chain Monte Carlo simulations. Doing so leads us to consider a complicated matrix model, with even more complicated observables on it. A particular problem in this approach is how to define observables that can be related to physics and calculated with the computer.