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Duration 21 hours
Course Outline
Enterprise Architecture and Pipeline Design
- Implementation of multi-tier ETL structures
- Construction of modular and reusable data components
- Integration of hybrid data models across diverse systems
Advanced Performance Engineering
- Optimization of individual processing steps
- Strategies for parallel execution and threading management
- Monitoring of high-volume pipeline operations
Automation, Scripting, and Custom Extensions
- Incorporation of scripting within transformation processes
- Development of proprietary plugins for specific government functions
- Expansion of PDI capabilities through Java and JavaScript integration
Complex Data Processing and Integrations
- Real-time and streaming data integration protocols
- Interaction with large-scale big data platforms
- Advanced handling of file-based and API-driven data exchanges
Data Governance, Security, and Compliance
- Protection of transformation logic and credential management
- Establishment of data lineage and full traceability
- Adherence to regulatory standards and compliance frameworks
Enterprise Orchestration and Scheduling
- Management of extensive job network dependencies
- Design of error recovery mechanisms and failover procedures
- Coordination of orchestration across distinct operational environments
Repository, Version Control, and CI/CD
- Strategic approaches to enterprise repository management
- Integration of PDI environments with Git version control systems
- Implementation of continuous deployment methodologies
Deployment, Monitoring, and Production Operations
- Migration of validated solutions across operational tiers
- Utilization of operational tooling and monitoring dashboards
- Ensuring end-to-end readiness for production environments
Summary and Next Steps
Requirements
- Foundational understanding of ETL pipelines and data modeling principles
- Practical experience with intermediate-level PDI transformations
- Proficiency in SQL and scripting languages
Intended Audience
- Senior data engineers
- ETL architects
- Professionals responsible for managing complex data integration workloads
Testimonials (2)
The clarity gained on how to build reports within OfficeConnect in Excel & learning how to create interactive dashboards were my favorite pieces of this training.
Patrick Fennell - Milwaukee Brewers Baseball Club, LP
Course - Adaptive OfficeConnect
It's a hands-on session.