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

LookML

Topic in 1 exam domain

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LookML · Concept · Looker
LookML · Feature

Also called: Looker semantic model, Looker semantic modeling layer

A modeling language used in Looker to define data structures and business logic.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 6
Monitoring AI solutions
~13% of exam
1. 6.1Identifying risks to AI solutions
  - Model explainability on Agent Platform (e.g., Agent Platform Inference)

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

LookML

Topic in 1 exam domain

X LinkedIn Facebook Reddit

LookML · Concept · Looker
LookML · Feature

Also called: Looker semantic model, Looker semantic modeling layer

A modeling language used in Looker to define data structures and business logic.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 6
Monitoring AI solutions
~13% of exam
1. 6.1Identifying risks to AI solutions
  - Model explainability on Agent Platform (e.g., Agent Platform Inference)

How learners score on this topic

Last updated October 16, 2026

Where this appears on the exam

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Works with

Components

Used by

How learners score on this topic

Where this appears on the exam

Related topics

Part of

Works with

Components

Used by

How learners score on this topic