The workshop aims to introduce a multi-disciplinary audience to an array of theoretical & computational methods for modeling complex systems in the physical, biological and social sciences. Through pedagogic lectures, research talks and group projects, participants will have a crash course in statistical mechanics, active matter, network science, game theory and nonlinear dynamics. The projects will involve the applications of these theoretical concepts to a wide range of real world problems.