Data Engineering
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Foundations
What Data Engineers Build
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Data Modelling Fundamentals
SQL for Engineers
3 lessons
Batch Pipelines
Ingestion Patterns
Transformation and Idempotency
Processing Engines and Scale
3 lessons
Streaming
Streaming Fundamentals
Stream Processing Patterns
Choosing Between Batch and Streaming
3 lessons
Storage and Platforms
Warehouses, Lakes and Lakehouses
File Formats, Partitioning and Performance
Serving Layers and Consumers
3 lessons
Orchestration Quality and Observability
Orchestration and Dependencies
Data Quality and Testing
Data Observability and Lineage
3 lessons
Operating the Platform
Security, Privacy and Governance
Cost Management
Reliability, Operations and the Career
3 lessons
Foundations
Data Modelling Fundamentals
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