Supported by the following organizations
This is to certify that Hanting Ren successfully completed and received a passing grade in AI0331EN: Developing Generative AI Applications with Python a course of study offered by IBM, an online learning initiative of IBM.
Noted by
Rav Ahuja
AI and Data Science Program Director IBM
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- Verified Certificate Issued June 15, 2025
- Valid Certificate ID c14bd883998f46e9971ef5f0e5bf9c1a