Verified Certificate

Supported by the following organizations

This is to certify that Ng Yu Peng successfully completed and received a passing grade in CS50AI: CS50’s Introduction to Artificial Intelligence with Python a course of study offered by HarvardX, an online learning initiative of Harvard University.

Noted by

David J. Malan

David J. Malan

Gordon McKay Professor of the Practice of Computer Science Harvard University

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.