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 feature

ML.ADVANCED_WEIGHTS

Topic in 1 exam domain

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A BigQuery ML function that serves as an extended version of ML.WEIGHTS, providing standard errors and p-values for model weights.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 3
Scaling prototypes into ML models
~21% of exam
1. 3.1Building models given the task considering cost, complexity, latency, and scalability
  - Modeling techniques given interpretability requirements

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

Google Cloud feature

ML.ADVANCED_WEIGHTS

Topic in 1 exam domain

X LinkedIn Facebook Reddit

A BigQuery ML function that serves as an extended version of ML.WEIGHTS, providing standard errors and p-values for model weights.

Where this appears on the exam

1 objective in 1 of 6 domains

Domain 3
Scaling prototypes into ML models
~21% of exam
1. 3.1Building models given the task considering cost, complexity, latency, and scalability
  - Modeling techniques given interpretability requirements

How learners score on this topic

Last updated October 16, 2026