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

Concept

Demonstrating Proof of Possession

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: DPoP

A security mechanism enforced on agent access tokens to ensure credentials cannot be replayed if stolen.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 2
Collaborating within and across teams to manage data and models
~16% of exam
1. 2.2Model prototyping using notebooks (e.g., Gemini Enterprise Agent Platform Workbench and Colab Enterprise)
  - Using a variety of foundational and open-source models in Model Garden to create model prototypes in notebook environments

How learners score on this topic

Last updated October 16, 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

Concept

Demonstrating Proof of Possession

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: DPoP

A security mechanism enforced on agent access tokens to ensure credentials cannot be replayed if stolen.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 2
Collaborating within and across teams to manage data and models
~16% of exam
1. 2.2Model prototyping using notebooks (e.g., Gemini Enterprise Agent Platform Workbench and Colab Enterprise)
  - Using a variety of foundational and open-source models in Model Garden to create model prototypes in notebook environments

How learners score on this topic

Last updated October 16, 2026