Verified Certificate

Supported by the following organizations

This is to certify that Li-Yen Hsu successfully completed and received a passing grade in DAT210x: Programming with Python for Data Science a course of study offered by Microsoft, an online learning initiative of Microsoft Corporation.

Noted by

Satya Nadella

Satya Nadella

Chief Executive Officer Microsoft Corporation

Bjorn Rettig

Bjorn Rettig

Senior Director Technical Content Microsoft Corporation

Authman Apatira

Authman Apatira

Lead Instructor Coding Dojo

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.