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Pipeline Quality vs Data Quality

Pipeline health and data health are independent axes. Learn to tell the difference between 'the job ran' and 'the data is right', and which one belongs on which dashboard.

Pipeline health and data health are independent axes. Learn to tell the difference between 'the job ran' and 'the data is right', and which one belongs on which dashboard.

Foundations6 chapters· 1h 17m· in Orchestration & Pipelines

Course content

  1. 01The Job Ran. The Data Is Wrong. Both Are True.Free
  2. 02Row Counts Are a Coverage Lie🔒
  3. 03Schema Drift: The Column That Quietly Changed Types🔒
  4. 04Freshness vs Correctness: Pick Which One Wakes You Up🔒
  5. 05Volume Anomalies as a Leading Indicator🔒
  6. 06Postmortem: TheWorldShop's 'Everyone Got 0 Loyalty Points' Weekend🔒

Prerequisites

↗Anatomy of a Broken Pipeline

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