Master Google Cloud certifications
From Associate Cloud Engineer to the Professional specialties — 6 practice apps mapped to the official GCP exam blueprints.
Google Cloud certification path
associate
Operational. 6+ months of GCP experience expected.
professional
3+ years industry experience, 1+ year on GCP.
Pick your Google Cloud certification
Google Cloud Associate Cloud Engineer
Questions follow the previous outline · update in progress
Cloud Certification Practice
Google Cloud Professional Cloud Developer
Questions follow the previous outline · update in progress
Cloud Certification Practice
Google Cloud Professional Cloud Security Engineer
Cloud Certification Practice
Google Cloud Professional Data Engineer
Cloud Certification Practice
Google Cloud Professional Machine Learning Engineer
Questions follow the previous outline · update in progress
Cloud Certification Practice
Google Cloud Professional Cloud Architect
Questions follow the previous outline · update in progress
Cloud Certification Practice
Which Google Cloud cert first?
| If… | Take this first |
|---|---|
| New to Google Cloud? | Start with Associate Cloud Engineer (ACE). |
| Architect-level work? | Professional Cloud Architect (PCA). |
| Backend or microservices developer? | Professional Cloud Developer (CDP). |
| Data engineering / pipelines? | Professional Data Engineer (DPE). |
| Machine learning systems? | Professional ML Engineer (MLE). |
| Security ops? | Professional Cloud Security Engineer (CSE). |
Google Cloud questions
How long are Google Cloud certifications valid?
Which Google Cloud cert should I take first?
Are these apps available now?
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Google Cloud study guides and comparisons
Study guides
- GCP Associate Cloud Engineer (ACE) Study Guide 2026: Exam Sections, Study Plan and Practice
- GCP Professional Data Engineer (PDE) Study Guide 2026
- GCP Professional Machine Learning Engineer (PMLE) Study Guide 2026
- How to Pass the GCP Professional Cloud Developer Exam in 2026
- How to Pass the GCP Professional Cloud Security Engineer Exam in 2026
- How to Pass the GCP Professional Cloud Architect (PCA) Exam in 2026
Certification paths
Comparisons
- AWS AI Practitioner vs Azure AI-900 vs GCP MLE: Which AI Certification Should You Get First?
- AWS DVA-C02 vs GCP Professional Cloud Developer: Which Certification Should You Get First?
- AWS MLA-C01 vs GCP Professional Machine Learning Engineer: Which ML Certification Should You Get?
- AWS SAA-C03 vs Azure AZ-305 vs GCP PCA: Cloud Architect Certification Showdown
- AWS vs GCP vs Azure Certifications: Which Cloud Provider Should You Certify In?
- GCP Professional Cloud Developer vs Professional Cloud Architect: Which Should You Get First?
- GCP Professional Cloud Architect vs Cloud Security Engineer: Which to Get After ACE?
- GCP Professional Data Engineer vs Machine Learning Engineer: Which Should You Get First?
- AWS SOA-C03 vs GCP Associate Cloud Engineer: Which Cloud Operations Certification Should You Get First?
Study tips
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