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Course Outline
Advanced Apache Airflow Deployment Strategies
- Deploying Apache Airflow on major cloud platforms (AWS, Azure, GCP)
- Encapsulating Airflow services using Docker and Kubernetes
- Configuring Airflow for high availability and resilience against failures
Implementing CI/CD Pipelines for Apache Airflow
- Automating the testing and deployment lifecycle of DAGs
- Connecting Airflow with CI/CD platforms (e.g., Jenkins, GitHub Actions)
- Overseeing workflow version control and update management
Monitoring and Logging Frameworks
- Establishing rigorous logging standards for workflow execution
- Leveraging tools such as Prometheus and Grafana for system observability
- Configuring alerting systems to address failure scenarios
Performance Tuning and Scalability
- Fine-tuning Airflow configurations for peak efficiency
- Scaling Airflow instances utilizing Celery executors
- Managing large-scale workflow orchestration effectively
Security and Access Governance
- Enforcing role-based access control (RBAC) within Airflow
- Hardening Airflow environments and secure workflow execution
- Best practices for handling sensitive data within workflows
Case Studies and Practical Implementation
- Examining real-world applications of Airflow in DevOps automation
- Practical exercise: Deploying Airflow integrated with CI/CD and monitoring stacks
- Reviewing common challenges and effective solutions in DevOps workflow orchestration
Summary and Future Directions
Requirements
- Foundational experience with Apache Airflow, encompassing DAG creation and task management
- Understanding of CI/CD pipelines and core DevOps methodologies
- Proficiency with cloud environments and containerization technologies (such as Docker and 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.
