| Certification | Vendor | Level | |
|---|---|---|---|
| Google Cloud Professional Data Engineer (this page) | Google Cloud | Advanced | |
| Microsoft Azure Data Fundamentals (DP-900) | Microsoft | Beginner | View → |
| Microsoft Azure AI Fundamentals (AI-900) | Microsoft | Beginner | View → |
| AWS Machine Learning Specialty (MLS-C01) | Amazon Web Services | Advanced | View → |
| IBM Data Science Professional Certificate | IBM | Beginner | View → |
| IBM Data Analyst Professional Certificate | IBM | Beginner | View → |
| IBM Full Stack Software Developer Professional Certificate | IBM | Beginner | View → |