Verified Certificate

Supported by the following organizations

This is to certify that Ruyue Qi successfully completed and received a passing grade in DSBE001x: Data Science for Construction, Architecture and Engineering a course of study offered by NUS, an online learning initiative of The National University of Singapore.

Noted by

Clayton Miller

Clayton Miller

Assistant Professor National University of Singapore

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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.