Book Image

The Data Warehouse Toolkit - Third Edition

By : Ralph Kimball, Margy Ross
5 (2)
Book Image

The Data Warehouse Toolkit - Third Edition

5 (2)
By: Ralph Kimball, Margy Ross

Overview of this book

The volume of data continues to grow as warehouses are populated with increasingly atomic data and updated with greater frequency. Dimensional modeling has become the most widely accepted approach for presenting information in data warehouse and business intelligence (DW/BI) systems. The goal of this book is to provide a one-stop shop for dimensional modeling techniques. The book is authored by Ralph Kimball and Margy Ross, known worldwide as educators, consultants, and influential thought leaders in data warehousing and business intelligence. The book begins with a primer on data warehousing, business intelligence, and dimensional modeling, and you’ll explore more than 75-dimensional modeling techniques and patterns. Then you’ll understand dimension tables in-depth to get a good grip on retailing and moved towards the topics of inventory. Moving ahead, you’ll learn how to use this book for procurement, order management, accounting, customer relationship management, and many more business sectors. By the end of this book, you’ll be able to gather all the essential knowledge, practices, and patterns for designing dimensional models.
Table of Contents (31 chapters)
Free Chapter
1
Cover
2
Title Page
3
Copyright
4
About the Authors
5
Credits
6
Acknowledgements
29
Index
30
Advertisement
31
End User License Agreement

3
Retail Sales

The best way to understand the principles of dimensional modeling is to work through a series of tangible examples. By visualizing real cases, you hold the particular design challenges and solutions in your mind more effectively than if they are presented abstractly. This book uses case studies from a range of businesses to help move past the idiosyncrasies of your own environment and reinforce dimensional modeling best practices.

To learn dimensional modeling, please read all the chapters in this book, even if you don’t manage a retail store or work for a telecommunications company. The chapters are not intended to be full-scale solutions for a given industry or business function. Each chapter covers a set of dimensional modeling patterns that comes up in nearly every kind of business. Universities, insurance companies, banks, and airlines alike surely need the techniques developed in this retail chapter. Besides, thinking about someone else’s business is...