Verified Certificate

Supported by the following organizations

This is to certify that Binyou Li successfully completed and received a passing grade in DS0105EN: Data Science Tools a course of study offered by IBM, an online learning initiative of IBM.

Noted by

Romeo Kienzler

Romeo Kienzler

Chief Data Scientist IBM

Maureen McElaney

Maureen McElaney

Developer Advocate IBM

Svetlana Levitan

Svetlana Levitan

Senior Developer Advocate with IBM Center for Open Data and AI Technologies 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.