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Why a Metrics Layer Exists

Metric drift is an org failure with a technical fix. This course makes the case for a metrics layer: the three-definitions-of-MAU war story, the headless BI thesis, what a metrics layer is NOT, and why adoption fails at month 6 rather than at install.

Metric drift is an org failure with a technical fix. This course makes the case for a metrics layer: the three-definitions-of-MAU war story, the headless BI thesis, what a metrics layer is NOT, and why adoption fails at month 6 rather than at install.

Intermediate7 chapters· 1h 28m· in Semantic & Metrics Layer

Course content

  1. 01The Metric Drift ProblemFree
  2. 02The Three Definitions of MAU War Story🔒
  3. 03Headless BI: The Thesis🔒
  4. 04Where Definitions Used to Live: BI Tools🔒
  5. 05What a Metrics Layer is NOT🔒
  6. 06Build vs Buy vs Embed in dbt🔒
  7. 07The Cost of Adoption🔒

Prerequisites

↗Dimensional Modeling Fundamentals

What to learn next

↗Measures, Metrics, Entities, Dimensions· next

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