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data vault , snowflake , change data capture , kimball , Databricks, Aws Redshift, Etl, ELT, Data Architecture, Togaf, Azure Synapse, Data Governance, Data Modeling, Architecture Documentation, 3NF, Domain-Driven Design, Data Lakehouse Architecture, DAMA-DMBOK, zachman, Delta Lake, Cloud Data Warehouses, API-led Connectivity, Google BigQuery, Data Mesh, Reference Architectures, Event Streaming, Apache Iceberg, Apache Hudi