When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
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...
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$900 USD
Duration
1 day
Course Code
GCP-WOCC
Available Formats
Classroom
Overview
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
Skills Gained
- 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
Prerequisites
Completion of "Building Batch Data Pipelines on Google Cloud" or equivalent knowledge of data analytics and engineering on Google Cloud.
Course Details
Introduction to Cloud Composer
- Data Engineer's need for Workflow Orchestration
- Introduction to Apache Airflow
- Cloud Composer
- Environment Setup
- Using the Composer and Airflow
- Explore Apache Airflow and Cloud Composer.
- Provision Cloud Composer instances.
- Explore the Airflow and Composer UIs.
- Lab: Provisioning Cloud Composer
Creating and managing DAGs
- DAG structure and best practices
- Common operators
- Dependencies, trigger rules, and flow control
- Integration of Airflow and Google Cloud Services
- Write DAGs.
- Explore common Airflow operators.
- Manage triggers, dependencies, and flow control.
- Integrate Airflow with Google Cloud Services.
- Lab: Assembling a Data Processing Workflow
Advanced Airflow techniques and best practices
- Advanced Airflow features
- Debugging DAGs
- Performance and scalability
- Security and Access Control
- Observability and monitoring
- Leverage advanced Airflow features.
- Debug DAGs.
- Observe and monitor your running DAGs.
- Lab: Extending and Monitoring DAGs
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
Instructor was great, course was mostly very good except for too much focus on pricing
The training was very good to understand the concepts and how to set up things .
this class was informative, made me think about certifying for the suse manager cert.
Both course material and instructor demonstrated a sound foundation on Maximo material
great class and packed with material, would have lived to spread it more into many days but overall very informative.
