Organizations looking to execute the DMBOK2 framework without enterprise software licenses can leverage open-source projects hosted on GitHub. Here is a mapping of DMBOK2 knowledge areas to prominent GitHub-hosted open-source technologies: DMBOK2 Knowledge Area Open-Source GitHub Projects Apache Atlas, DataHub, Amundsen Data cataloging, lineage tracking, business glossaries. Data Integration Airbyte, Meltano, Apache Hop Modern ELT/ETL data pipelines. Data Warehousing / Analytics ClickHouse, DuckDB, dbt (Data Build Tool) Analytical data modeling and transformation. Data Quality Great Expectations, Deequ, Soda Automated profiling, testing, and validation. Data Storage / Orchestration Apache Airflow, Prefect, Dagster Workflow automation and database operations orchestration. Conclusion
Navigating the DAMA-DMBOK2: How to Find, Understand, and Apply Data Management Frameworks dama-dmbok2 pdf github
Organizations looking to execute the DMBOK2 framework without enterprise software licenses can leverage open-source projects hosted on GitHub. Here is a mapping of DMBOK2 knowledge areas to prominent GitHub-hosted open-source technologies: DMBOK2 Knowledge Area Open-Source GitHub Projects Apache Atlas, DataHub, Amundsen Data cataloging, lineage tracking, business glossaries. Data Integration Airbyte, Meltano, Apache Hop Modern ELT/ETL data pipelines. Data Warehousing / Analytics ClickHouse, DuckDB, dbt (Data Build Tool) Analytical data modeling and transformation. Data Quality Great Expectations, Deequ, Soda Automated profiling, testing, and validation. Data Storage / Orchestration Apache Airflow, Prefect, Dagster Workflow automation and database operations orchestration. Conclusion
Navigating the DAMA-DMBOK2: How to Find, Understand, and Apply Data Management Frameworks