This project-oriented course will introduce the methodology of digital twins for transportation systems planning and monitoring. Students will work with traditional and emerging sources of data, will learn techniques for population synthesis, and the basics of discrete choice analysis for travel behavior modeling. Small demonstration projects will be developed using MATSim an open-source framework for implementing large-scale agent-based transport simulations.