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Data
Architecture

Data modeling, governance, lineage, mesh patterns, and analytics.

6 topics in this section
data/analytics/
Analytics Architecture
Lakehouse architecture, semantic layer, BI tool integration, and real-time analytics with Flink/Spark.
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data/governance/
Data Governance
Data catalog, data stewardship model, master data management (MDM), and data quality SLAs.
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data/integration/
Data Integration
ETL vs. ELT, CDC with Debezium, data pipeline orchestration with Airflow, and real-time streaming.
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data/lineage/
Data Lineage
End-to-end data lineage tracking, OpenLineage standard, impact analysis, and lineage visualization.
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data/mesh/
Data Mesh
Data mesh principles: domain ownership, data-as-a-product, self-serve platform, and federated governance.
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data/modeling/
Data Modeling
Conceptual, logical, and physical data modeling. ERD conventions, normalization, and dimensional modeling.
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