Cities are complex entities where urban systems and people interact in ways that are often out of sight and appear random. Can a science of cities show us how cities work, in a quantitatively predictable way? Can advanced analytics and modelling tools using big data guide policymakers and urban planners to address complex problems in areas like transportation, health and housing?