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DataEngBytes 2023 - BRI-T1-10 Rishu Saxena & John Cosgrove

on YouTube 32m
Talkat DataEngBytes Brisbane 2023 · on Tuesday, 2023-08-29· [data-engineering, databases]

speakers

name:Rishu Saxena
links:none on file
name:John Cosgrove
links:none on file

resources

video:https://youtu.be/EN3obMhQ4Tk
slides:none on file

summary

Shows how Coalesce runs only on Snowflake with a pushdown model (no data stored in the tool), auto-generates pattern-based SQL (example: SCD2 code that would be ~200 lines is produced instantly), and exposes lineage down to column level with query IDs and failure codes. Describes a three-layer mindset replicate transform mobilize, real-time compile cadence (every 5–30 minutes) and built-in DQ tests, Git-based deployments, and reusable architecture patterns that turn dimensional modeling into automated, auditable pipelines.

AI-written summary · about

chapters (10)

  1. 0:00Introduction
  2. 1:45Data as business transformation
  3. 5:39Customer data focus
  4. 10:14Modern data stack challenges
  5. 14:24Data for revenue and advantage
  6. 17:32Data stack as predictive engine
  7. 20:00Unstructured data lakes problem
  8. 22:08Coalesce introduction
  9. 26:41Scalable data models
  10. 29:52Change management in pipelines

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