Verified Certificate

Supported by the following organizations

This is to certify that Lily (Zhaohui) Liao successfully completed and received a passing grade in ML0101EN: Machine Learning with Python: A Practical Introduction a course of study offered by IBM, an online learning initiative of IBM.

Noted by

Joseph Santarcangelo

Joseph Santarcangelo

Data Scientist IBM

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.