Supported by the following organizations
This is to certify that John McDonald successfully completed and received a passing grade in BD0231EN: Apache Spark for Data Engineering and Machine Learning a course of study offered by IBM, an online learning initiative of IBM.
Noted by
Romeo Kienzler
Chief Data Scientist IBM
Karthik Muthuraman
Software Engineer (Machine Learning) IBM
Ramesh Sannareddy
Content Developer Skillup
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- Verified Certificate Issued July 6, 2025
- Valid Certificate ID ca07abdce0474382ae6425a57d1da6f2