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 across systems to integrate diverse data sources
Advanced Performance Engineering for Government
- Step-level optimization to ensure efficient data processing
- Parallelism and threading strategies to maximize performance
- Monitoring high-load pipelines to maintain system reliability
Automation, Scripting, and Custom Extensions for Government
- Scripting inside 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 handle large volumes of information
- Advanced file and API processing to ensure seamless data exchange
Data Governance, Security, and Compliance for Government
- Securing transformations and credentials to protect sensitive information
- Data lineage and traceability to ensure transparency and accountability
- Regulatory and compliance considerations to meet legal requirements
Enterprise Orchestration and Scheduling for Government
- Managing large job networks to coordinate multiple data processes
- Error recovery and failover design to ensure system resilience
- Environment-level orchestration to streamline operations across different settings
Repository, Version Control, and CI/CD for Government
- Enterprise repository strategies to maintain organized and accessible data assets
- Integrating PDI with Git for version control and collaboration
- Continuous deployment patterns to facilitate rapid and reliable updates
Deployment, Monitoring, and Production Operations for Government
- Promoting solutions across environments to ensure consistent performance
- Operational tooling and dashboards to provide real-time insights
- End-to-end production readiness to support mission-critical operations
Summary and Next Steps for Government
Requirements
- An understanding of ETL pipelines and data modeling for government applications.
- Experience with intermediate-level PDI transformations.
- Solid SQL and scripting skills.
Audience
- Senior data engineers for government agencies.
- ETL architects responsible for public sector projects.
- Professionals managing complex data integration workloads in 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.
