Verified Certificate

Supported by the following organizations

This is to certify that Ram Arvind Sundar 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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