Course Outline
Advanced Deployment of Apache Airflow
- Deploying Apache Airflow on cloud platforms (AWS, Azure, GCP).
- Containerizing Airflow with Docker and Kubernetes.
- Configuring Airflow for high availability and fault tolerance.
CI/CD Pipelines for Apache Airflow
- Automating DAG testing and deployment.
- Integrating Airflow with CI/CD tools (e.g., Jenkins, GitHub Actions).
- Managing workflow versioning and updates.
Monitoring and Logging
- Implementing robust logging practices for workflows.
- Using tools like Prometheus and Grafana for system monitoring.
- Setting up alerting mechanisms for failure scenarios.
Performance Optimization and Scaling
- Tuning Airflow configurations for optimal performance.
- Scaling Airflow deployments with Celery executors.
- Handling large-scale workflow orchestration.
Security and Access Control
- Implementing role-based access control (RBAC) in Airflow.
- Securing Airflow environments and workflows.
- Best practices for managing sensitive data in workflows.
Case Studies and Practical Applications
- Real-world examples of Airflow for DevOps automation.
- Hands-on exercise: Deploying Airflow with CI/CD and monitoring tools.
- Discussion on challenges and solutions in DevOps workflow orchestration.
Summary and Next Steps
Requirements
- Proficiency in Apache Airflow fundamentals, including DAG creation and task management.
- Understanding of CI/CD pipelines and DevOps practices.
- Familiarity with cloud environments 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 3900 € + VAT*
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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.
