1 day EN / DE Max 16

Workflow Orchestration with Cloud Composer

Cloud Composer is a fully managed workflow orchestration service built on Apache Airflow. Composer enables you to create, schedule, monitor, and manage workflow pipelines that span across clouds and on-premises data centers. In this course, you will learn about Apache Airflow and its implementation via Cloud Composer. You will learn how to provision Composer instances, create and manage Airflow DAGs on Composer, and perform tasks such as testing, debugging, and monitoring of Airflow DAGs.

€920,00 excl. VAT

Individual scheduling

The courses are held as dedicated group sessions. Once you've booked, we'll coordinate a date that works for your team and send invitations to all participants.

Prerequisites

Completion of "Building Batch Data Pipelines on Google Cloud" or equivalent knowledge of data analytics and engineering on Google Cloud.

What you'll learn

  • Explore Apache Airflow and Cloud Composer as workflow orchestration solutions.
  • Create and manage Airflow DAGs following best practices.
  • Test and debug Airflow DAGS.
  • Monitor and observe Airflow DAGs on Cloud Composer.

Course modules
Data Engineer's need for Workflow Orchestration Introduction to Apache Airflow Cloud Composer Environment Setup Using the Composer and Airflow
DAG structure and best practices Common operators Dependencies, trigger rules, and flow control Integration of Airflow and Google Cloud Services
Advanced Airflow features Debugging DAGS Performance and scalability Security and Access Control Observability and monitoring
Workflow Orchestration with Cloud Composer