Apache Airflow: The Hands-On Guide from Udemy

Overview

Apache Airflow has become a must-have skill for those working with data, offering a platform to programmatically author, schedule, and monitor workflows. This comprehensive online course covers everything from the fundamentals of Airflow to mastering your Directed Acyclic Graphs (DAGs). You’ll explore a Forex Data Pipeline project, which allows you to work with various operators in Airflow, and tackles concepts such as timezones, unit testing your DAGs, and structuring your DAG folder.

Additionally, this course dives into scaling Airflow using different executors such as Local, Celery, and Kubernetes, with detailed explanations on how to specialize and add new workers. Learn how to set up a three-node Kubernetes cluster with Rancher, Airflow, and the Kubernetes Executor, both locally and in the cloud using AWS EKS. Practical exercises, best practices, and quizzes are provided throughout, as well as coverage of advanced topics like templating, utilizing sub-DAGs, and addressing security concerns. By the end of this course, you’ll be more confident than ever in using Airflow and ready to tackle real-world data challenges.

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Skills you’ll learn

1. Mastering Apache Airflow fundamentals
2. Exploring various Airflow operators through the Forex Data Pipeline project
3. Mastering DAGs with timezones, unit testing, and folder structuring
4. Scaling Airflow through different executors
5. Setting up a Kubernetes cluster with Rancher, Airflow, and Kubernetes Executor
6. Learning advanced Airflow concepts such as templating, Subdags, and dependencies
7. Setting up a Kubernetes cluster in the cloud with AWS EKS and Rancher
8. Monitoring and securing Airflow with Elasticsearch, Grafana, RBAC, and data encryption

Summary

Dive into the world of Apache Airflow with Marc Lamberti’s comprehensive and engaging hands-on guide. With a whopping 117 lessons in store, over 24,000 eager learners have already benefited, rating it an impressive 4.5 out of 5. Don’t miss out on the opportunity to expand your skill set with this highly-rated learning experience!