This site from MIT is a self-study guide to learning system dynamics. Road Maps teaches the student how to identify different kinds of systems and how to model these systems using a computer. Road Maps can be a resource for both beginners and advanced system dynamics modelers, and requires no previous system dynamics knowledge and only basic math skills.
