Vendor: Cloud Contraptions
Format: Live instructor-led
Duration: 28 hours
- Course details available on vendor site
- What is Apache Airflow?
- Distributed Task Automation
- Compared to Cron Jobs
- Compared to Celery
- Scalability and Reliability
- Directed Acyclic Graphs (DAGs)
- Workflows as Code
- Workflows as Code (no programming)
- Anatomy of a DAG
- Directed Acyclic Graphs
- Operators
- Tasks
- Variables
- XComs
- Providers
- Connections
- Explore how DAG parts connect to the UI
- DAG Serialization
- Listeners
- Schedulers
- Pools
- Installation and Configuration
- Python Virtual Environment
- Install Airflow
- Airflow Constraints File
- Standalone Mode
- Run the Webserver and Scheduler Independently
- SQLite vs PostgreSQL
- Configure with PostgreSQL
- Airflow and Kubernetes (with Minikube)
- Airflow and AWS Elastic Kubernetes Service (EKS)
- Airflow Helm Chart
- Hands-On Kubernetes (K8s)
- Containerization and Orchestration
- Kubectl
- Helm
- Nodes
- Namespaces
- Pods, Containers, and Services
- Connect to the Internet (EKS)
- Keda Autoscaler
- Pod Logs
- SSH into Pods/Containers
- Live Upgrading Airflow
- Airflow Configuration
- Airflow Configuration File Location
- Airflow Executor Configuration
- Airflow Log Levels
- Helm Chart Configuration
- Learn How to Configure Airflow and K8s Pods
- Local Executor
- Celery Executor
- K8s Pod Executor
- Airflow Custom Image
- Airflow Container Image
- Why Create a Custom Image?
- Create a Custom Image
- Install Software with Apt
- Install Software with PyPi
- Install Providers and Custom Software
- Use the Custom Container Image
- Monitoring
- Logging
- Log File Structure
- Log Levels
- Review Task Logs in the Web UI
- External Log Storage
- Metrics Configuration
- Monitor with Grafana
- Notifications
- Download
- Word Version
- PDF Version
- Reseller Version
- We specialize in delivering computer programming training and consulting services with an emphasis on using the latest in AI technology. We are customer-friendly and employ AI best practices and teach these practices to companies around the world.
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- Contact Info
- +1 434-945-9416
- help@cloudcontraptions.com
- 3378 South Amherst Hwy
- Unit 21
- Monroe, VA 24574
- © 2026 Cloud Contraptions LLC. All Rights Reserved.
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- Practical experience with Python.
- Familiarity with Containerization and Container Orchestration.
- Basic Linux command line skills.
- Executive Summary
- Over three days, this course immerses participants in Apache Airflow's architecture and configuration, guiding them through setting up environments, choosing executors, and developing robust DAGs with Python. Through hands-on exercises—ranging from dynamic task mapping and templating to cloud integrations and custom plugin development—attendees will master best practices for automating, monitoring, and optimizing production-ready workflows.
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Source Host: www.cloudcontraptions.com
Generated on 2026-04-16 03:35:54