Apache Airflow Courses and Certifications

Apache Airflow with Python

Hands-on Apache Airflow orchestration with Python, Docker Compose, Celery, REST API triggers, and AWS-backed logging.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Apache Airflow

Hands-on Apache Airflow tutorials covering DAGs, operators, dependencies, Docker, Kubernetes executors, AWS integrations, monitoring, and authentication.

• YouTube
• 6 hours
• Self-Paced
• Free Video

Apache Airflow 101

Learn to build and monitor scheduled workflows in Apache Airflow using DAGs and operators for file checks, Python, MySQL, and email tasks.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Automating Retraining with Apache Airflow

Build automated machine learning retraining workflows with Apache Airflow, including scheduling, validation, rollback, testing, and quality gates.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Coursera

Automate Data Workflows with Airflow Excellence

Build production-grade Airflow DAGs: define task dependencies, add automated retries, configure SLA monitoring with Slack alerts, and parameterize pipelines for sales data processing.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

Edureka

Data Engineering Workflow Orchestration with Airflow

Build production-ready data pipelines with Apache Airflow: design DAGs, use operators, sensors and the TaskFlow API, and add retries, monitoring, and CI/CD deployment.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Data Engineering with AWS

7 ratings

Build scalable AWS data infrastructure by modeling data, creating warehouses and lakes, and automating reliable pipelines.

• Udacity
• 39 hours
• Self-Paced
• Paid Course

Conf42

4 Tricks to Leverage Your Airflow Pipelines

Discover four powerful techniques to enhance Airflow pipelines: CSV-based DAG creation, sharable config utilization, entity-based autogeneration, and event-driven implementation.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Career Certificate

Data Engineering with AWS

1294 ratings at Udacity

Build scalable AWS data platforms across multi-database modeling, warehouses, lakehouses, and Airflow-orchestrated pipelines.

• Udacity
• 66 hours
• Self-Paced
• Paid Course

Automating Airflow Backfills with Marquez

Learn to automate Airflow backfills using Marquez, enhancing data pipeline efficiency and reliability in complex workflows.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Airflow: Save Money Using Deferrable Operators - Introduction and Implementation

Learn to optimize Apache Airflow tasks using deferrable operators, saving resources and costs. Explore implementation, advantages, and custom development for efficient workflow management.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

DevConf

Data Governance with Airflow and ECS Anywhere

Explore data governance compliance using Airflow and AWS ECS Anywhere for EU companies processing US data, ensuring legal adherence while maintaining efficient ETL processes.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Airflow: Where Data Engineers and ML Engineers Meet

Explore Apache Airflow's role in operational machine learning with a real-world demo and reference implementation of GenAI in production.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

CodeWithYu

Creating and Submitting Scala Jobs to Spark Clusters Using Airflow

Build end-to-end data engineering project using Airflow, Docker, Spark, Scala, Python, and Java. Create and submit jobs to Spark clusters, process data, and view real-time results.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

SQLBits

Better ETL with Managed Airflow in Azure Data Factory

Discover Managed Airflow in ADF for complex data workflows. Learn about Apache Airflow, its benefits for ETL orchestration, and see practical demonstrations of its implementation in Azure.

• YouTube
• 52 minutes
• Self-Paced
• Free Video