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Business Modeling and Data Mining

2003-05-17 Computers
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Release : 2003-05-17
Genre : Computers
Kind : eBook
Book Rating : 455/5 ( reviews)

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Book Synopsis Business Modeling and Data Mining by : Dorian Pyle

Download or read book Business Modeling and Data Mining written by Dorian Pyle. This book was released on 2003-05-17. Available in PDF, EPUB and Kindle. Book excerpt: Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately 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. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. · Teaches how to discover, construct and refine models that are useful in business situations· Teaches how to design, discover and develop the data necessary for mining · Provides a practical approach to mining data for all business situations· Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data· Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools.

Miroljubivaja vnešnjaja politika SSSR

1985
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Release : 1985
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Miroljubivaja vnešnjaja politika SSSR by :

Download or read book Miroljubivaja vnešnjaja politika SSSR written by . This book was released on 1985. Available in PDF, EPUB and Kindle. Book excerpt:

Data Mining Models, Second Edition

2018-04-25 Business & Economics
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Release : 2018-04-25
Genre : Business & Economics
Kind : eBook
Book Rating : 500/5 ( reviews)

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Book Synopsis Data Mining Models, Second Edition by : David L. Olson

Download or read book Data Mining Models, Second Edition written by David L. Olson. This book was released on 2018-04-25. Available in PDF, EPUB and Kindle. Book excerpt: Data mining has become the fastest growing topic of interest in business programs in the past decade. This book is intended to describe the benefits of data mining in business, the process and typical business applications, the workings of basic data mining models, and demonstrate each with widely available free software. The book focuses on demonstrating common business data mining applications. It provides exposure to the data mining process, to include problem identification, data management, and available modeling tools. The book takes the approach of demonstrating typical business data sets with open source software. KNIME is a very easy-to-use tool, and is used as the primary means of demonstration. R is much more powerful and is a commercially viable data mining tool. We also demonstrate WEKA, which is a highly useful academic software, although it is difficult to manipulate test sets and new cases, making it problematic for commercial use.

Data Mining and Business Analytics with R

2013-05-28 Mathematics
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Release : 2013-05-28
Genre : Mathematics
Kind : eBook
Book Rating : 157/5 ( reviews)

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Book Synopsis Data Mining and Business Analytics with R by : Johannes Ledolter

Download or read book Data Mining and Business Analytics with R written by Johannes Ledolter. This book was released on 2013-05-28. Available in PDF, EPUB and Kindle. Book excerpt: Collecting, analyzing, and extracting valuable information from a large amount of data requires easily accessible, robust, computational and analytical tools. Data Mining and Business Analytics with R utilizes the open source software R for the analysis, exploration, and simplification of large high-dimensional data sets. As a result, readers are provided with the needed guidance to model and interpret complicated data and become adept at building powerful models for prediction and classification. Highlighting both underlying concepts and practical computational skills, Data Mining and Business Analytics with R begins with coverage of standard linear regression and the importance of parsimony in statistical modeling. The book includes important topics such as penalty-based variable selection (LASSO); logistic regression; regression and classification trees; clustering; principal components and partial least squares; and the analysis of text and network data. In addition, the book presents: A thorough discussion and extensive demonstration of the theory behind the most useful data mining tools Illustrations of how to use the outlined concepts in real-world situations Readily available additional data sets and related R code allowing readers to apply their own analyses to the discussed materials Numerous exercises to help readers with computing skills and deepen their understanding of the material Data Mining and Business Analytics with R is an excellent graduate-level textbook for courses on data mining and business analytics. The book is also a valuable reference for practitioners who collect and analyze data in the fields of finance, operations management, marketing, and the information sciences.

Data Mining Cookbook

2001-06-01 Computers
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Release : 2001-06-01
Genre : Computers
Kind : eBook
Book Rating : 514/5 ( reviews)

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Book Synopsis Data Mining Cookbook by : Olivia Parr Rud

Download or read book Data Mining Cookbook written by Olivia Parr Rud. This book was released on 2001-06-01. Available in PDF, EPUB and Kindle. Book excerpt: Increase profits and reduce costs by utilizing this collection of models of the most commonly asked data mining questions In order to find new ways to improve customer sales and support, and as well as manage risk, business managers must be able to mine company databases. This book provides a step-by-step guide to creating and implementing models of the most commonly asked data mining questions. Readers will learn how to prepare data to mine, and develop accurate data mining questions. The author, who has over ten years of data mining experience, also provides actual tested models of specific data mining questions for marketing, sales, customer service and retention, and risk management. A CD-ROM, sold separately, provides these models for reader use.

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