Course Outline
Enterprise Architecture and Pipeline Design for Government
- Multi-layer ETL architectures to support complex data environments
- Designing modular and reusable components to enhance flexibility and efficiency
- Hybrid approaches to integrate disparate systems seamlessly
Advanced Performance Engineering for Government
- Step-level optimization techniques to improve processing speed
- Parallelism and threading strategies to maximize resource utilization
- Monitoring high-load pipelines to ensure consistent performance
Automation, Scripting, and Custom Extensions for Government
- Scripting within transformations to automate routine tasks
- Developing custom plugins to address specific agency needs
- Extending PDI capabilities with Java and JavaScript for enhanced functionality
Complex Data Processing and Integrations for Government
- Real-time and streaming integrations to support dynamic data environments
- Working with big data platforms to manage large datasets efficiently
- Advanced file and API processing to ensure comprehensive data handling
Data Governance, Security, and Compliance for Government
- Securing transformations and credentials to protect sensitive information
- Data lineage and traceability to maintain transparency and accountability
- Regulatory and compliance considerations to ensure adherence to federal standards
Enterprise Orchestration and Scheduling for Government
- Managing large job networks to coordinate complex workflows
- Error recovery and failover design to ensure system reliability
- Environment-level orchestration to support multi-environment deployments
Repository, Version Control, and CI/CD for Government
- Enterprise repository strategies to centralize data management
- Integrating PDI with Git for version control and collaboration
- Continuous deployment patterns to streamline development processes
Deployment, Monitoring, and Production Operations for Government
- Promoting solutions across environments to ensure seamless transitions
- Operational tooling and dashboards to monitor system performance
- End-to-end production readiness to support mission-critical operations
Summary and Next Steps for Government
Requirements
- A thorough understanding of ETL pipelines and data modeling for government applications
- Experience with intermediate-level PDI transformations in a public sector context
- Proficient SQL and scripting skills to support robust data management for government
Audience
- Senior data engineers responsible for overseeing critical data infrastructure for government agencies
- ETL architects designing and implementing complex data integration solutions for government
- Professionals managing intricate data integration workloads within the public sector
Testimonials (2)
Very useful in because it helps me understand what we can do with the data in our context. It will also help me
Nicolas NEMORIN - Adecco Groupe France
Course - KNIME Analytics Platform for BI
It's a hands-on session.
