Verified Certificate

Supported by the following organizations

This is to certify that Ana Paula Zampier Abreu Alvarenga successfully completed and received a passing grade in ICBS004: Data Analysis Essentials a course of study offered by ImperialBusinessX, an online learning initiative of Imperial College Business School.

Noted by

Leila Guerra

Leila Guerra

Associate Dean of Programmes Imperial College Business School

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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.