Kimball & Ross - The Data Warehouse Toolkit 2nd... Apr 2026

The book famously outlines a four-step process for designing dimensional models:

The second edition of by Ralph Kimball and Margy Ross, published in 2002, is the industry-standard guide for dimensional modeling . It introduced fundamental techniques used to design high-performance, user-friendly data warehouses and business intelligence systems. Key Concepts & The Four-Step Design Process Kimball & Ross - The Data Warehouse Toolkit 2nd...

: Identify the operational activity to be modeled (e.g., retail sales, insurance claims). The book famously outlines a four-step process for

: Determine exactly what one row in the fact table represents (e.g., one line item on a retail receipt). published in 2002