Supported by the following organizations
This is to certify that Amanda Gabrielle Louis successfully completed and received a passing grade in DA0321: Data Analytics and Visualization Capstone Project a course of study offered by IBM, an online learning initiative of IBM.
Noted by
Rav Ahuja
AI and Data Science Program Director IBM
Ramesh Sannareddy
Content Developer IBM
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- Verified Certificate Issued February 2, 2026
- Valid Certificate ID c69c008cbfc84ef488eac30a7e8e255f