Google Professional Machine Learning Engineer
AdvancedAI / Machine LearningPaid
Advanced Google Cloud ML engineering certification covering framing ML problems, architecting ML solutions, preparing data, model development, and ML pipeline automation on Google Cloud's managed ML stack (Vertex AI, now branded Gemini Enterprise Agent Platform).
What you'll prove
- Frame ML problems and select appropriate ML approaches
- Design data preparation and feature engineering pipelines
- Develop and train ML models on Google Cloud's managed ML platform
- Deploy ML models to production serving infrastructure on Google Cloud
- Implement MLOps practices including pipeline automation and monitoring
- Apply responsible AI principles including fairness and explainability
- Optimize ML solutions for performance, cost, and reliability
Frequently asked
How much does GCP Professional ML Engineer cost?
The GCP Professional ML Engineer exam costs $200 USD plus tax and the certification is valid for 2 years.
Did the PMLE exam change in 2026?
Google updated the exam terminology in 2026, including the Vertex AI platform's rebranding toward Gemini Enterprise Agent Platform, but the certification itself was not renamed or retired.