PMLE Practice Exam
The GCP Professional Machine Learning Engineer exam changed on June 1, 2026. We shipped the new version on June 8. Get access to 200+ AI-verified practice questions updated for the latest exam objectives, including Gemini Enterprise Agent Platform.
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What's covered on the PMLE?
The PMLE tests your ability to design, build, and productionize ML models on Google Cloud. The 2026 update heavily emphasizes generative AI, ML Ops, and model security.
- Objective 1: ML Problem Framing (18%)
- Objective 2: Architecting ML Solutions (18%)
- Objective 3: Designing Data Preparation and Processing Systems (19%)
- Objective 4: Developing ML Models (21%)
- Objective 5: Automating & Orchestrating ML Pipelines (12%)
- Objective 6: Monitoring, Optimizing, and Maintaining ML Solutions (12%)
Dive deeper into the details in our PMLE Exam Guide or check our 8-Week Study Plan.