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professional-certificate

Supported by the following organizations

This is to certify that Yaoze Liu successfully completed all courses and received passing grades for a Professional Certificate in Python Data Science a program offered by IBM, in collaboration with edX.

Noted by

Rav Ahuja

Rav Ahuja

Global Program Director IBM IBM

  • Professional Certificate Issued December 2022
  • Valid Certificate ID b87187bec2f9472db0bed70ad77526bb

For tips and tricks on printing your certificate, view the Web Certificates help documentation.

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 an online initiative created by founding partners Harvard and MIT.

About the edX Professional Certificate

An edX Professional Certificate signifies that the learner has completed a group of courses that add up to a rich understanding of an area of study. Completion of Professional Certificate Programs requires that learners earn Verified Certificates from each of the courses included in the Program.