Currently he’s using graph theory, machine learning, and other techniques to try to build more accurate models of real-world traffic in Doha, Qatar, and other cities.

Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...