Data Modeling

Modeling Management Reporting Layers

Design star schemas and composite models that stay fast under real management hierarchies.

₩4,500,000 · informational until contracted

Duration
6 sessions over three weeks
Format
Live cohort
Facilitator
Marcus Yim
Visual for Modeling Management Reporting Layers

Program narrative

Attendees refactor brittle flat files into resilient models, introduce role-playing dimensions carefully, and validate performance with realistic row counts. The tone stays practical: fewer clever tricks, more maintainable structures your successors can inherit.

Inclusions

  • Fact table grain decisions with workshop critiques
  • Bridge tables for slowly changing attributes
  • Query folding checks for direct query sources
  • Aggregations where they genuinely help
  • Documentation embedded in extended properties
  • Office hours on participant models

Participant questions

Do we cover Dataflow Gen2?

Where relevant to staging; primary focus remains model design inside Power BI Desktop and service governance.

Is DAX depth included?

Yes, targeted patterns for time intelligence and semi-additive measures; it is not an exhaustive DAX encyclopedia.

What if our warehouse forbids direct query?

We discuss import-mode trade-offs and incremental refresh plans; engineering outside Power BI is not built for you.

Recent cohort notes

The grain decision worksheet alone saved us from another half-built conformed dimension.
Hyeon Ahn · BI architect
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