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Self-Service Data Modeling

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Advanced Excel users can build a usable star schema and compare sales vs. budget without writing SQL by using Power Pivot to host measures and lookup tables and Data Explorer to merge territory rows and unpivot/crosstab automation for web tables. Demos show copying/cleaning to create year and category dimension tables, merging territory into shops and customers, loading to the data model and refreshing the workbook; the result is a working report that refreshes automatically and is ready in a few hours, with tradeoffs in relationships and performance.

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  1. 0:00Self-service data modeling intro
  2. 3:53Perfect data analysis day
  3. 9:13Real-world modeling challenges
  4. 14:34Common modeling issues
  5. 25:19Over-denormalization in Excel
  6. 28:08Over-normalization problems
  7. 31:48Ambiguous territory relationships
  8. 35:46Data Explorer denormalization
  9. 45:35Crosstab data automation
  10. 56:17Key skills and tools
  11. 59:10Q&A
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