Verified Certificate

Supported by the following organizations

This is to certify that Liyi Zhang successfully completed and received a passing grade in CSMM.102x: Machine Learning a course of study offered by ColumbiaX, an online learning initiative of Columbia University.

Noted by

John Paisley

John Paisley

Assistant Professor of Electrical Engineering Department of Electrical Engineering Columbia 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.