Big Data in transportation has taken off in recent years, and become a topic of prime importance for transportation researchers, practitioners, and government officials. This course will discuss the underlying concepts behind big data and how to effectively capture and utilize enormous volumes of information of diverse structures that cannot be analyzed using conventional relational databases and data mining techniques.