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Course Outline
Enterprise Architecture and Pipeline Design
- Multi-layer ETL architecture structures
- Crafting modular and reusable components
- Implementing hybrid approaches across various systems
Advanced Performance Engineering
- Optimization at the step level
- Strategies for parallelism and threading
- Monitoring pipelines under high load
Automation, Scripting, and Custom Extensions
- Incorporating scripting within transformations
- Creating custom plugins
- Expanding PDI capabilities using Java and JavaScript
Complex Data Processing and Integrations
- Real-time and streaming data integrations
- Interacting with big data platforms
- Advanced handling of files and APIs
Data Governance, Security, and Compliance
- Securing transformations and credential management
- Establishing data lineage and traceability
- Addressing regulatory and compliance requirements
Enterprise Orchestration and Scheduling
- Managing extensive job networks
- Designing error recovery and failover mechanisms
- Environment-level orchestration practices
Repository, Version Control, and CI/CD
- Strategies for enterprise repositories
- Integration of PDI with Git
- Patterns for continuous deployment
Deployment, Monitoring, and Production Operations
- Promoting solutions across different environments
- Utilizing operational tools and dashboards
- Achieving end-to-end production readiness
Summary and Next Steps
Requirements
- Familiarity with ETL pipelines and data modeling concepts
- Proficiency with intermediate-level PDI transformations
- Strong skills in SQL and scripting
Target Audience
- Senior data engineers
- ETL architects
- Professionals overseeing complex data integration tasks
21 Hours
Testimonials (1)
It's a hands-on session.
