Verified Certificate

Supported by the following organizations

This is to certify that Shirley Qushen Zhang successfully completed and received a passing grade in DSE210x: Probability and Statistics in Data Science using Python a course of study offered by UCSanDiegoX, an online learning initiative of UC San Diego.

Noted by

Alon Orlitsky

Alon Orlitsky

Professor, Electrical and Computer Engineering UC San Diego

Yoav Freund

Yoav Freund

Professor, Computer Science and Engineering UC San Diego

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.