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Course Outline
Advanced Apache Airflow Deployment Strategies
- Implementing Apache Airflow on major cloud providers (AWS, Azure, GCP)
- Containerizing Airflow instances using Docker and Kubernetes
- Configuring Airflow for high availability and resilience against failures
Integrating CI/CD Pipelines with Apache Airflow
- Automating the testing and deployment of DAGs
- Connecting Airflow with CI/CD platforms (e.g., Jenkins, GitHub Actions)
- Overseeing workflow versioning and iterative updates
Comprehensive Monitoring and Logging
- Establishing effective logging standards for workflow execution
- Leveraging tools such as Prometheus and Grafana for system observability
- Configuring alerting systems for failure detection and response
Performance Tuning and Scaling
- Optimizing Airflow parameters for peak efficiency
- Scaling Airflow deployments utilizing Celery executors
- Managing large-scale workflow orchestration challenges
Security Frameworks and Access Control
- Enforcing role-based access control (RBAC) within Airflow
- Safeguarding Airflow environments and associated workflows
- Applying best practices for the secure handling of sensitive data
Case Studies and Practical Scenarios
- Examining real-world applications of Airflow in DevOps automation
- Practical exercise: Implementing Airflow alongside CI/CD and monitoring stacks
- Exploring challenges and solutions in DevOps workflow orchestration
Conclusion and Future Directions
Requirements
- Proficiency with Apache Airflow fundamentals, including DAG construction and task oversight
- Understanding of CI/CD pipelines and broader DevOps methodologies
- Working knowledge of cloud environments and containerization technologies (e.g., Docker, Kubernetes)
Target Audience
- DevOps engineers
- Infrastructure managers
- Cloud specialists
21 Hours
Testimonials (1)
The instructor adapted the training to the participants’ level and responded to all questions. He was very communicative, and it was easy to interact with him. I really appreciated the format of the training, which included many practical exercises. Overall, it was a very engaging and well-organized session.