The theory of computation centers on simple to describe systems with complex behavior. In this course we will talk about a number of systems from Turing Machines to Cellular Automata \, how they work and why they can potentially compute anything that a regular computer can achieve. We will explore these systems using a variety of techniques including implementing in Python.