Google Cloud · Official Blueprint · Last reviewed May 2026
The official Google Cloud PMLE exam covers 7 domains. Domain weights tell you exactly how much of the exam each topic represents — and where to invest your study time.
Covers the topics, concepts, and applied skills examined under the Automating and Orchestrating ML Pipelines domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Automating and Orchestrating ML Pipelines questionsCovers the topics, concepts, and applied skills examined under the Collaborating Within and Across Teams to Manage Data and Models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Collaborating Within and Across Teams to Manage Data and Models questionsCovers the topics, concepts, and applied skills examined under the Serving and Scaling Models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Serving and Scaling Models questionsCovers the topics, concepts, and applied skills examined under the Monitoring ML Solutions domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Monitoring ML Solutions questionsCovers the topics, concepts, and applied skills examined under the Architecting Low-Code ML Solutions domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Architecting Low-Code ML Solutions questionsCovers the topics, concepts, and applied skills examined under the Scaling Prototypes into ML Models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Scaling Prototypes into ML Models questionsCovers the topics, concepts, and applied skills examined under the Collaborating to manage data and models domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Collaborating to manage data and models questionsThe heaviest domain on the PMLE is "Serving and Scaling Models" at 20%. Start here and return to it regularly.
Allocate study time proportional to domain weight — a 25% domain deserves roughly 25% of your prep hours.
Never skip a low-weight domain. A 10% domain still represents 5–7 exam questions — enough to make the difference between pass and fail.
Use Courseiva domain analytics to track your accuracy per domain automatically. The system routes extra questions to your weak areas.
Courseiva tracks your accuracy per domain automatically and routes you toward your weakest areas — no manual configuration needed.