~/gcp-data-practitioner · Orchestrate data pipelines ▊

← Associate Data Practitioner

GCP · objective · 25% of the exam

Orchestrate data pipelines

Exam objectives are the official skill domains Associate Data Practitioner tests. Below are the official GCP docs our questions on this objective cite — review them, then practise.

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Official references for this objective

  • Google Cloud — Workflows | Google Cloud

    Through Eventarc, workflows can be executed when events occur, such as when a file is uploaded to Cloud Storage or when a Pub/Sub message is

  • Google Cloud — Managed Service for Apache Airflow | Apache Airflow 3

    Key enhancements include DAG versioning for auditability and confident rollbacks, alongside scheduler-managed backfills for simpler historical data reprocessing.

  • Google Cloud — Cloud Data Fusion | Google Cloud

    Visual point-and-click interface enabling code-free deployment of ETL/ELT data pipelines Broad library of 150+ preconfigured connectors and transformations