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Books on Data Warehouse and Data Mining
The Data Warehouse Toolkit: The Complete Guild to Dimensional Modeling
(Second Edition)
Ralph Kimball and Margy Ross
Wiley, 2004
If you only want to own a single book on data warehousing, this book should
be it. It is written by Ralph Kimball who is really the person behind
dimensional modeling. In my opinion, dimensional modeling is really the
only cost-effective approach for any organization that wants to build reusable
components that can be used to build data marts. The book is an excellent
overview for project managers, business analysis or data architects that are new
to data warehouse development. The first several chapters are essential to
building a shared vocabulary in a data warehouse team.
The Data Warehouse Lifecycle Toolkit: The Complete Guild to Dimensional
Modeling (Second Edition)
Ralph Kimball, Laura Reeves, Margy Ross and Warren Thornthwaite
Wiley, 2004
This book is a more advanced version of the Data Warehouse Toolkit but is
targeted at project managers of data warehouse projects. In includes a
much more detailed analysis of the steps in building a data warehouse and goes
into extensive detail about the roles and responsibilities in the entire
lifecycle of a data warehouse project. The book also includes a CD that
has spreadsheets for use in data warehouse task management.
Common Warehouse Metamodel: An Introduction to the standard for Data
Warehouse Integration
John Poole, Dan Chang, Douglas Tolbert, and David Mellor
OMG Press, Wiley Publishing Inc, 2002
The CWM standard is very large a complex standard and there is very little
information about how it is actually used in practice. But it is
nonetheless a core technology that you need to understand if you are going to
keep your metadata from being trapped by a single vendors solution. This is a
non-technical book targeted and business analyst's and project managers that are
familiar with metadata issues.
Common Warehouse Metamodel: Developer's Guide
John Poole, Dan Chang, Douglas Tolbert, and David Mellor
OMG Press, Wiley Publishing Inc, 2003
This is the technical companion to the Introductory CWM book but targeted at
programmers rather than business analyst's and project managers. It has a
much more detailed discussion of CWM internals and also give sample programs in
Java. This book is really targeted at Java programmers.
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