A five-year degree program is offered in Data Science at Fairfield University's School of Engineering and Computing, leading to a Bachelor of Arts in Computer Science and a Master of Science in Data Science. This program embraces the educational objectives of the BA in Computer Science program, as well as those of the graduate program in Data Science. It emphasizes experiential learning and innovation. 
Data science is an interdisciplinary field that uses scientific methods, processes, and systems to extract knowledge or insights from both structured and unstructured data. Building on foundations in statistics and computer science—including machine learning, classification, cluster analysis, uncertainty quantification, computational science, data mining, databases, and visualization—data science also leverages domain-specific knowledge for effective application. Today, the field increasingly integrates advanced AI tools and techniques, such as generative AI, deep learning, and even quantum computing, which are taught as part of our elective coursework. This modern approach provides students with a broader skill set and prepares them for the evolving landscape of data-driven discovery by offering a balanced curriculum that includes introductory data science, cutting-edge AI, and emerging technologies.

Students having achieved a 3.0 GPA, may apply to the Master’s degree program at the end of their third year.  Students follow the standard undergraduate curriculum for the first three years, and then complete the BA baccalaureate degree requirements (122 credits) during their fourth year.  During this final year, students may enroll in up to two graduate courses that are above and beyond their undergraduate degree requirement. These graduate courses may not be applied towards the undergraduate degree.  After receiving the baccalaureate degree, students will take an additional eight courses (for a total of ten courses) to complete the MS degree requirements in the fifth year.