Starting this fall, the èƵapp (USF) College of Education will offer a new graduate certificate in Big Data and Learning Analytics.
The graduate certificate will help èƵapps discover how to leverage data to promote èƵapp success. The program’s curriculum will prepare teachers, administrators, faculty, policymakers and educational researchers to effectively use data in educational planning, evaluation and assessment to understand and optimize èƵapp learning.
“The amount of data that is collected about èƵapps today is overwhelming — from course management systems to performance metrics to campus activities,” said Amber Dumford, PhD, professor of higher education and college èƵapp affairs and coordinator for the certificate program. “The Big Data and Learning Analytics graduate certificate will help èƵapps discover how to leverage all that data to promote èƵapp success inside and outside of the classroom.”
The certificate requires 12 credits of coursework, including three required classes and an elective course in either data assessment and accreditation or game analytics for learning. Coursework completed through the certificate can be applied to numerous graduate degree programs in the College of Education.
Students seeking admission to a USF graduate certificate program must hold a bachelor's degree from a regionally accredited institution and meet USF’s graduate admissions and English proficiency requirements.
To apply to the graduate certificate program, please visit or contact Amber Dumford for more information.