How would you implement a system to predict and mitigate traffic congestion using machine learning?

Instruction: Outline the data inputs, model choice, training strategy, and how the system would provide actionable insights to both city planners and drivers in real-time.

Context: This question assesses the candidate's ability to design systems that can analyze and predict complex, dynamic phenomena such as traffic patterns, with real-world impact.