<ul><li>Harnessing data science to streamline traffic flow and reduce congestion in Indonesia through intelligent traffic light optimization.</li><li>Traffic congestion is a major issue in Indonesia's cities, particularly in Jakarta.</li><li>Data science can revolutionize traffic light systems by using data-driven approaches and widely available data sources.</li><li>Several valuable data sources can inform traffic light optimization in Indonesia.</li></ul>

Optimizing Traffic Light Systems in Indonesia: A Data Science Approach (Real Case)

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