Verified Certificate

Supported by the following organizations

This is to certify that Berra Topcu successfully completed and received a passing grade in BUMM606: Data Analysis for Decision Making a course of study offered by USMx, an online learning initiative of University of Maryland.

Noted by

P.K. Kannan, PhD

P.K. Kannan, PhD

Professor of Marketing, Dean’s Chair in Marketing Science University of Maryland Robert H. Smith School of Business

Margrét Bjarnadóttir, PhD

Margrét Bjarnadóttir, PhD

Professor of Decision, Operations & Information Technologies University of Maryland Robert H. Smith School of Business

Kislaya Prasad, PhD

Kislaya Prasad, PhD

Research Professor, Academic Director, Center for Global Business University of Maryland Robert H. Smith School of Business

Lingling Zhang, PhD

Lingling Zhang, PhD

Assistant Professor of Marketing University of Maryland Robert H. Smith School of Business

About edX

edX offers interactive online classes and MOOCs from the world’s best universities, including MIT, Harvard, Berkeley, University of Texas, and many others. edX is a mission driven initiative created by founding partners Harvard and MIT.

About edX Verified Certificates

An edX Verified Certificate signifies that the learner has agreed to abide by the edX honor code and completed all of the required tasks of this course under its guidelines, as well as having their photo ID checked to verify their identity.