Associate Data Practitioner

Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Google Cloud feature

BigQuery ML components

Topic in 1 exam domain

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Also called: BigQuery ML pipeline components

Components in the Google Cloud Pipeline Components SDK used to compose BigQuery ML workflows within Vertex AI Pipelines.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.3Define, train, evaluate, and use ML models
  - Perform inference using BigQuery ML models

How learners score on this topic

Last updated October 27, 2026

Associate Data Practitioner

Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Google Cloud feature

BigQuery ML components

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: BigQuery ML pipeline components

Components in the Google Cloud Pipeline Components SDK used to compose BigQuery ML workflows within Vertex AI Pipelines.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.3Define, train, evaluate, and use ML models
  - Perform inference using BigQuery ML models

How learners score on this topic

Last updated October 27, 2026

Where this appears on the exam

Related topics

How learners score on this topic

Where this appears on the exam

Related topics

How learners score on this topic