Professional Machine Learning Engineer

Build, deploy, and monitor production ML and generative AI solutions on Gemini Enterprise Agent Platform, and track your readiness for the Professional Machine Learning Engineer exam.

Expert

Prepare and test your skills

Expert

Prepare and test your skills

Google Cloud service

Cloud Pub/Sub

Topic in 1 exam domain

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Google Cloud service whose topics, subscriptions, and snapshots are managed by the gcloud beta pubsub command.

Where this appears on the exam

1 subdomain in 1 of 6 domains

Domain 4
Serving and scaling models
~20% of exam
1. 4.1Serving models
  - Developing solutions for inference preprocessing and postprocessing

How learners score on this topic

Last updated November 1, 2026

Professional Machine Learning Engineer

Build, deploy, and monitor production ML and generative AI solutions on Gemini Enterprise Agent Platform, and track your readiness for the Professional Machine Learning Engineer exam.

Expert

Prepare and test your skills

Expert

Prepare and test your skills

Google Cloud service

Cloud Pub/Sub

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Google Cloud service whose topics, subscriptions, and snapshots are managed by the gcloud beta pubsub command.

Where this appears on the exam

1 subdomain in 1 of 6 domains

Domain 4
Serving and scaling models
~20% of exam
1. 4.1Serving models
  - Developing solutions for inference preprocessing and postprocessing

How learners score on this topic

Last updated November 1, 2026

Where this appears on the exam

Related topics

Components

How learners score on this topic

Where this appears on the exam

Related topics

Components

How learners score on this topic