The Graduate Certificate in Data Mining and Analytics (DataMA) provides marketable data mining and analytics skills grounded in the technology and computing principles and constructs a solid foundation for further education. DataMA is a pathway to the Master in Data Science (MSDS) and Doctor of Information Technology (DIT). Students with no prior coursework in computer programming may take a four-course undergraduate pre-requisite series for entry to the program.