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 service

Cloud Composer

Topic in 4 exam domains

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Cloud Composer is Google Cloud's managed Apache Airflow service that orchestrates workflows and allows managing user workload configurations. On Associate Data Practitioner it comes up as an orchestration solution for coordinating complex multi-system pipelines, scheduling task dependencies using Directed Acyclic Graphs, and integrating with broader cloud services.

What you can expect on the exam

Orchestrating workflows with DAGs. Be ready to evaluate Cloud Composer for orchestrating complex data pipelines where task dependencies are sequenced across systems using Directed Acyclic Graphs.
Selecting a managed orchestration environment. Expect to choose Cloud Composer when requirements call for a managed Apache Airflow environment to coordinate scheduled tasks and dependencies across hybrid cloud and on-premises systems.
Securing environments with perimeters. You may need to know how to protect Cloud Composer by configuring it within a VPC Service Controls perimeter to secure data exchange.
Monitoring health and underlying infrastructure. Expect to monitor Cloud Composer environment health and database status with Cloud Monitoring, taking into account its underlying dependence on GKE.

Where this appears on the exam

4 subdomains in 1 of 4 domains

Section 3
Data Pipeline Orchestration
1. 3.1Design and implement simple data pipelines
  - Select a data transformation tool (e.g., Dataproc, Dataflow, Cloud Data Fusion, Cloud Composer, Dataform) based on business requirements
2. 3.2Schedule, automate, and monitor basic data processing tasks

How learners score on this topic

Last updated November 2, 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 service

Cloud Composer

Topic in 4 exam domains

X LinkedIn Facebook Reddit

What you can expect on the exam

Orchestrating workflows with DAGs. Be ready to evaluate Cloud Composer for orchestrating complex data pipelines where task dependencies are sequenced across systems using Directed Acyclic Graphs.
Selecting a managed orchestration environment. Expect to choose Cloud Composer when requirements call for a managed Apache Airflow environment to coordinate scheduled tasks and dependencies across hybrid cloud and on-premises systems.
Securing environments with perimeters. You may need to know how to protect Cloud Composer by configuring it within a VPC Service Controls perimeter to secure data exchange.
Monitoring health and underlying infrastructure. Expect to monitor Cloud Composer environment health and database status with Cloud Monitoring, taking into account its underlying dependence on GKE.

Where this appears on the exam

4 subdomains in 1 of 4 domains

Section 3
Data Pipeline Orchestration
1. 3.1Design and implement simple data pipelines
  - Select a data transformation tool (e.g., Dataproc, Dataflow, Cloud Data Fusion, Cloud Composer, Dataform) based on business requirements
2. 3.2Schedule, automate, and monitor basic data processing tasks

How learners score on this topic

Last updated November 2, 2026

What you can expect on the exam

Where this appears on the exam

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How learners score on this topic

What you can expect on the exam

Where this appears on the exam

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How learners score on this topic