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 for high availability and fault tolerance
Implementing CI/CD Pipelines for Apache Airflow
- Automating the testing and deployment cycles for DAGs
- Connecting Airflow with leading CI/CD tools (e.g., Jenkins, GitHub Actions)
- Managing version control and updates for workflows
Monitoring and Logging Mechanisms
- Establishing robust logging standards for workflow execution
- Leveraging tools such as Prometheus and Grafana for system oversight
- Configuring alert systems to handle failure scenarios
Performance Tuning and Scaling
- Optimizing Airflow settings for peak performance
- Scaling Airflow deployments utilizing Celery executors
- Managing large-scale workflow orchestration
Security and Access Management
- Enforcing role-based access control (RBAC) within Airflow
- Securing Airflow environments and associated workflows
- Best practices for handling sensitive data within workflows
Case Studies and Real-World Applications
- Real-world illustrations of Airflow in DevOps automation
- Practical exercise: Deploying Airflow alongside CI/CD and monitoring stacks
- Discussion of common challenges and effective solutions in DevOps workflow orchestration
Summary and Future Directions
Requirements
- Proficiency in fundamental Apache Airflow concepts, such as creating DAGs and managing tasks
- Understanding of CI/CD pipelines and standard DevOps workflows
- Working knowledge of cloud infrastructures and containerization technologies (e.g., Docker, Kubernetes)
Target Audience
- DevOps Engineers
- Infrastructure Managers
- Cloud Specialists
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 4350 € + VAT*
Contact us for an exact quote and to hear our latest promotions
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.
