Supported by the following organizations
This is to certify that Ashley Manigo successfully completed and received a passing grade in CS0221EN: Beginners Guide to Cybersecurity 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 July 14, 2025
- Valid Certificate ID 5d9f9186e53e48639810f309f3b289fa