Machine learning is revolutionizing smart cities by transforming data into urban solutions. It enhances traffic management, waste collection, public safety, and health systems, creating more efficient and sustainable environments. As cities embrace these technologies, they pave the way for improved living standards and a proactive approach to urban challenges.