Verified Certificate

Supported by the following organizations

This is to certify that yiyun Liu successfully completed and received a passing grade in PY0101EN: Python Basics for Data Science a course of study offered by IBM, an online learning initiative of IBM.

Noted by

Joseph Santarcangelo

Joseph Santarcangelo

Data Scientist IBM

About edX

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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.