- Pyle_-_Business[1].Modeling.and.Data.Mining.chm
Business Modeling and Data Mining
by Dorian Pyle ISBN:155860653X
Morgan Kaufmann Publishers © 2003 (650 pages)
This book explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis--such as data mining--can yield most benefit.
Contents
Business Modeling and Data Mining
Preface
Part I - A Map of the Territory
Chapter 1 - The World, Knowledge, and Models
Chapter 2 - Translating Experience
Chapter 3 - Modeling and Mining: Putting it Together
Part II - Business Modeling
Chapter 4 - What is a Model?
Chapter 5 - Framing Business Models
Chapter 6 - Getting the Right Model
Chapter 7 - Getting the Model Right
Chapter 8 - Deploying the Model
Part III - Data Mining
Chapter 9 - Getting Started
Chapter 10 - What Mining Tools Do
Chapter 11 - Getting the Initial Model: Basic Practices of Data Mining
Chapter 12 - Improving the Model
Chapter 13 - Deploying the Mined Model
Part IV - Methodology
Chapter 14 - Methodology
M II - Modeling Methodology
M III - Mining Methodology
Resources
Index
List of Figures
List of Tables
List of Boxes
List of Sidebars