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professional-certificate

Supported by the following organizations

This is to certify that Michelle Huang Zhao successfully completed all courses and received passing grades for a Professional Certificate in Data Analysis and Visualization Fundamentals a program offered by IBM, in collaboration with edX.

Noted by

Rav Ahuja

Rav Ahuja

Global Program Director IBM IBM

  • Professional Certificate Issued October 2023
  • Valid Certificate ID ff559e21a48a4233a9f8446d0d780f90

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.