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Duration 21 hours
Course Outline
Advanced Deployment Strategies for Apache Airflow
- Implementing Apache Airflow on major cloud platforms (AWS, Azure, GCP)
- Containerizing Airflow instances using Docker and Kubernetes
- Configuring Airflow to ensure high availability and fault resilience
CI/CD Integration for Apache Airflow
- Streamlining DAG testing and release processes through automation
- Connecting Airflow with CI/CD platforms (e.g., Jenkins, GitHub Actions)
- Overseeing workflow version control and update cycles
Observability through Monitoring and Logging
- Establishing rigorous logging protocols for workflow execution
- Leveraging tools like Prometheus and Grafana for system oversight
- Configuring alert systems to address failure scenarios
Performance Tuning and Scalability
- Adjusting Airflow parameters for peak operational efficiency
- Expanding Airflow capacity using Celery executors
- Managing orchestration of large-scale workflows
Security Governance and Access Management
- Applying role-based access control (RBAC) within Airflow
- Hardening Airflow environments and associated workflows
- Adopting best practices for handling sensitive data in workflow pipelines
Practical Applications and Case Studies
- Examining real-world instances of Airflow in DevOps automation
- Hands-on lab: Deploying Airflow alongside CI/CD and monitoring stacks
- Analyzing challenges and resolutions in DevOps workflow orchestration
Wrap-up and Future Directions
Requirements
- Foundational proficiency in Apache Airflow, covering DAG construction and task administration
- Working knowledge of CI/CD pipelines and DevOps workflows
- Exposure to cloud platforms and container technologies (such as Docker and Kubernetes)
Intended Audience
- DevOps Engineers
- Infrastructure Managers
- Cloud Specialists
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.
