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How to treat your data as a product

Talkat DSC Europe 23 · 2023-11-20..11-24· [data-engineering]
links:none on file
slides:none on file

Argues for shifting ownership left so domain teams deliver and own reusable datasets, citing the four data mesh principles and recommending data mesh thinking rather than new tooling; prescribes a data contract (points to the Open Data Contract standard based on PayPal’s template) that includes schema, SLAs, security and pricing; shows a filled Data Product Design Canvas, calls for self-serve data platform, observability and event-storming to discover domains, and warns that governance and interfaces — not specific storage tech — decide success.

AI-written summary · about

  1. 0:00Introduction
  2. 1:08Data needs product thinking
  3. 6:29Data mesh and decentralized management
  4. 9:42Data as a product
  5. 13:37Organizational shifts for ownership
  6. 14:40Technical structure of data product
  7. 18:39Interfaces between teams
  8. 20:05Role of data contracts
  9. 23:40New roles in data teams
  10. 24:45Steps to start journey
  11. 27:33Conclusion and Q&A
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