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

workflow template

Topic in 1 exam domain

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workflow template · Feature · Managed Service for Apache Spark feature
Workflow Template · Concept · Managed Service for Apache Spark

Also called: Dataproc Workflow Templates, WorkflowTemplate

A reusable workflow definition in Managed Service for Apache Spark that configures and orchestrates Spark jobs and clusters.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.1Identify data trends, patterns, and insights by using BigQuery and Jupyter notebooks
  - Use Jupyter notebooks to analyze and visualize data (e.g., Colab Enterprise)

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

workflow template

Topic in 1 exam domain

X LinkedIn Facebook Reddit

workflow template · Feature · Managed Service for Apache Spark feature
Workflow Template · Concept · Managed Service for Apache Spark

Also called: Dataproc Workflow Templates, WorkflowTemplate

A reusable workflow definition in Managed Service for Apache Spark that configures and orchestrates Spark jobs and clusters.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.1Identify data trends, patterns, and insights by using BigQuery and Jupyter notebooks
  - Use Jupyter notebooks to analyze and visualize data (e.g., Colab Enterprise)

How learners score on this topic

Last updated October 27, 2026

Where this appears on the exam

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How learners score on this topic

Where this appears on the exam

Related topics

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How learners score on this topic