Talks Demystify and democratize access to your data with a business catalog (ANT202) VIDEO
Demystify and democratize access to your data with a business catalog (ANT202) Here is a detailed summary of the key takeaways from the video transcription, formatted in markdown with sections for better readability:
Importance of a Business Data Catalog
Context is crucial for data understanding and discovery.
A business data catalog provides broader context beyond just technical metadata.
It enables the association between data, actions, and outcomes, leading to more efficient processes.
Technical vs. Business Data Catalogs
Technical data catalogs focus on metadata like data types, partitions, and indexes.
Business data catalogs focus on providing business context, such as:
Business glossaries and taxonomies
Metadata forms for documenting data assets
Domains for organizing data by business units
Implementing a Business Data Catalog
Amazon Glue Data Catalog handles the technical metadata harvesting and cataloging.
Amazon DataON (and the new Amazon SageMaker Data Catalog) provide the business catalog capabilities:
Metadata creation and curation
Data lineage
Data quality integration
Business glossaries and metadata forms
BMS's Data Governance Journey
Key pillars: data findability and understanding, self-service, and data access governance.
Adopted a federated approach to business glossaries, with the central team managing horizontal concerns and domains owning their specific metadata.
Achieved 5x more available high-quality data products for AI within 18 months.
Utilizing DataON as a backend to build custom data APIs and simplify data publishing and consumption.
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