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Course Outline
Advanced Deployment of Apache Airflow for Government
- Deploying Apache Airflow on cloud platforms (AWS, Azure, GCP) for government operations
- Containerizing Airflow with Docker and Kubernetes to enhance scalability and reliability in government environments
- Configuring Airflow for high availability and fault tolerance to ensure continuous service delivery
CI/CD Pipelines for Apache Airflow for Government
- Automating DAG testing and deployment processes to streamline operations
- Integrating Airflow with CI/CD tools (e.g., Jenkins, GitHub Actions) to improve efficiency and consistency
- Managing workflow versioning and updates to maintain up-to-date and secure workflows for government use
Monitoring and Logging for Government Operations
- Implementing robust logging practices for workflows to ensure transparency and accountability
- Using tools like Prometheus and Grafana for comprehensive system monitoring in government settings
- Setting up alerting mechanisms for failure scenarios to proactively address issues and maintain service integrity
Performance Optimization and Scaling for Government Workflows
- Tuning Airflow configurations for optimal performance to meet the demands of government operations
- Scaling Airflow deployments with Celery executors to handle increased workloads efficiently
- Handling large-scale workflow orchestration to support complex government projects and initiatives
Security and Access Control for Government Environments
- Implementing role-based access control (RBAC) in Airflow to ensure secure data management
- Securing Airflow environments and workflows to protect sensitive information and comply with government regulations
- Best practices for managing sensitive data in workflows to maintain confidentiality and integrity
Case Studies and Practical Applications for Government
- Real-world examples of Airflow for DevOps automation in government agencies
- Hands-on exercise: Deploying Airflow with CI/CD and monitoring tools for government use cases
- Discussion on challenges and solutions in DevOps workflow orchestration within the public sector
Summary and Next Steps for Government Implementation
Requirements
- Experience with Apache Airflow fundamentals, including Directed Acyclic Graph (DAG) creation and task management for government projects
- Understanding of Continuous Integration/Continuous Deployment (CI/CD) pipelines and DevOps best practices
- Familiarity with cloud environments and containerization technologies such as Docker and Kubernetes
Audience
- DevOps Engineers for government agencies
- Infrastructure Managers for government operations
- Cloud Specialists for government initiatives
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.
