Verified Certificate

Supported by the following organizations

This is to certify that Norman Shih successfully completed and received a passing grade in 14.310x: Data Analysis for Social Scientists a course of study offered by MITx, an online learning initiative of the Massachusetts Institute of Technology.

Noted by

Esther Duflo

Esther Duflo

Professor, Department of Economics Massachusetts Institute of Technology

Sara Fisher Ellison

Sara Fisher Ellison

Senior Lecturer, Department of Economics Massachusetts Institute of Technology

Sanjay Sarma

Sanjay Sarma

Vice President for Open Learning Massachusetts Institute of Technology

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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.