Supported by the following organizations
This is to certify that Ian Masangkay successfully completed and received a passing grade in Data88.1EX: Fundamentals of Economics a course of study offered by BerkeleyX, an online learning initiative of University of California, Berkeley.
Noted by
Eric Van Dusen
Lecturer Data Science Undergraduate Studies, UC Berkeley
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- Verified Certificate Issued September 28, 2025
- Valid Certificate ID ea4d881c1881493f9e07fbee1cbae4cd