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professional-certificate

Supported by the following organizations

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

Noted by

Pavlos Protopapas

Pavlos Protopapas

Scientific Program Director Harvard University

  • Professional Certificate Issued November 2025
  • Valid Certificate ID 2a8115933865478db3ffd1f5f695ac02

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.