Commercial Data Mining

Written By David Nettleton
Commercial Data Mining
  • Publsiher : Morgan Kaufmann
  • Release : 04 August 2021
  • ISBN : 9780124166028
  • Pages : 288 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Commercial Data Mining written by David Nettleton which was release on 04 August 2021, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. Book excerpt: Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of data or a Fortune 500 budget to generate business using existing information assets. Expert author David Nettleton guides you through the process from beginning to end and covers everything from business objectives to data sources, and selection to analysis and predictive modeling. Commercial Data Mining includes case studies and practical examples from Nettleton's more than 20 years of commercial experience. Real-world cases covering customer loyalty, cross-selling, and audience prediction in industries including insurance, banking, and media illustrate the concepts and techniques explained throughout the book. Illustrates cost-benefit evaluation of potential projects Includes vendor-agnostic advice on what to look for in off-the-shelf solutions as well as tips on building your own data mining tools Approachable reference can be read from cover to cover by readers of all experience levels Includes practical examples and case studies as well as actionable business insights from author's own experience

Commercial Data Mining

Commercial Data Mining
  • Author : David Nettleton
  • Publisher : Morgan Kaufmann
  • Release Date : 2014
  • Total pages : 288
  • ISBN : 9780124166028
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Summary : Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of ...

Commercial Data Mining

Commercial Data Mining
  • Author : David Nettleton
  • Publisher : Elsevier
  • Release Date : 2014-01-29
  • Total pages : 304
  • ISBN : 9780124166028
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Summary : Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of ...

Commercial Data Mining of Criminal Justice System Records

Commercial Data Mining of Criminal Justice System Records
  • Author : Criminal and Juvenile Justice Information Task Force (Minn.)
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 48
  • ISBN : 9780124166028
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Summary : Download or read online Commercial Data Mining of Criminal Justice System Records written by Criminal and Juvenile Justice Information Task Force (Minn.), published by which was released on 2008. Get Commercial Data Mining of Criminal Justice System Records Books now! Available in PDF, ePub and Kindle....

Data Warehousing and Data Mining Techniques for Cyber Security

Data Warehousing and Data Mining Techniques for Cyber Security
  • Author : Anoop Singhal
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-04-06
  • Total pages : 159
  • ISBN : 9780124166028
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Summary : The application of data warehousing and data mining techniques to computer security is an important emerging area, as information processing and internet accessibility costs decline and more and more organizations become vulnerable to cyber attacks. These security breaches include attacks on single computers, computer networks, wireless networks, databases, or authentication ...

Principles of Data Mining

Principles of Data Mining
  • Author : Max Bramer
  • Publisher : Springer
  • Release Date : 2016-11-09
  • Total pages : 526
  • ISBN : 9780124166028
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Summary : This book explains and explores the principal techniques of Data Mining, the automatic extraction of implicit and potentially useful information from data, which is increasingly used in commercial, scientific and other application areas. It focuses on classification, association rule mining and clustering. Each topic is clearly explained, with a focus ...

Data Mining with Rattle and R

Data Mining with Rattle and R
  • Author : Graham Williams
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-04
  • Total pages : 374
  • ISBN : 9780124166028
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Summary : Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of ...

Introduction to Data Mining and Its Applications

Introduction to Data Mining and Its Applications
  • Author : S. Sumathi,S.N. Sivanandam
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-09-26
  • Total pages : 828
  • ISBN : 9780124166028
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Summary : This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work ...

Monetising Data

Monetising Data
  • Author : Andrea Ahlemeyer-Stubbe,Shirley Coleman
  • Publisher : John Wiley & Sons
  • Release Date : 2018-04-30
  • Total pages : 384
  • ISBN : 9780124166028
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Summary : Practical guide for deriving insight and commercial gain from data Monetising Data offers a practical guide for anyone working with commercial data but lacking deep knowledge of statistics or data mining. The authors — noted experts in the field — show how to generate extra benefit from data already collected and how ...

Exploitation of Modern Heuristic Techniques Within a Commercial Data Mining Environment

Exploitation of Modern Heuristic Techniques Within a Commercial Data Mining Environment
  • Author : J. C. W. Debuse
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 9780124166028
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Summary : Download or read online Exploitation of Modern Heuristic Techniques Within a Commercial Data Mining Environment written by J. C. W. Debuse, published by which was released on 1997. Get Exploitation of Modern Heuristic Techniques Within a Commercial Data Mining Environment Books now! Available in PDF, ePub and Kindle....

Data Preparation for Data Mining

Data Preparation for Data Mining
  • Author : Dorian Pyle
  • Publisher : Morgan Kaufmann
  • Release Date : 1999-04-05
  • Total pages : 540
  • ISBN : 9780124166028
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Summary : This book focuses on the importance of clean, well-structured data as the first step to successful data mining. It shows how data should be prepared prior to mining in order to maximize mining performance....

Predictive Data Mining

Predictive Data Mining
  • Author : Sholom M. Weiss,Nitin Indurkhya
  • Publisher : Morgan Kaufmann
  • Release Date : 1998
  • Total pages : 228
  • ISBN : 9780124166028
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Summary : This book presents a unified view of data mining, drawing from statistics, machine learning, and databases and focuses on the preparation of data and the development of an overall problem-solving strategy. It will interest researchers, programmers, and developers in knowledge discovery and data mining in the disciplines of AI, software ...

Data Mining for Business Applications

Data Mining for Business Applications
  • Author : Carlos A. Mota Soares,Rayid Ghani
  • Publisher : IOS Press
  • Release Date : 2010-01-01
  • Total pages : 181
  • ISBN : 9780124166028
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Summary : Data mining is already incorporated into the business processes in sectors such as health, retail, automotive, finance, telecom and insurance as well as in government. This book contains extended versions of a selection of papers presented at a series of workshops held between 2005 and 2008 on the subject of data mining ...

Data Mining for Business Analytics

Data Mining for Business Analytics
  • Author : Galit Shmueli,Peter C. Bruce,Mia L. Stephens,Nitin R. Patel
  • Publisher : John Wiley & Sons
  • Release Date : 2016-06-13
  • Total pages : 464
  • ISBN : 9780124166028
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Summary : Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining. Featuring hands-on applications with JMP Pro®, a statistical package from the SAS Institute, the book uses engaging, real-world examples to build a theoretical and practical understanding of key data ...

DATA MINING Uses in Commercial Applications

DATA MINING  Uses in Commercial Applications
  • Author : Vinodani Katiyar,Ina Kapoor
  • Publisher : LAP Lambert Academic Publishing
  • Release Date : 2015-12-09
  • Total pages : 288
  • ISBN : 9780124166028
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Summary : Although neural networks are applied in a wide range of learning and commercial applications even though this method is not commonly used for data mining tasks. Companies have been collecting data for decades and have build up massive data warehouses and used data mining techniques to extract the value of ...

Process Mining

Process Mining
  • Author : Wil M. P. van der Aalst
  • Publisher : Springer
  • Release Date : 2016-04-15
  • Total pages : 467
  • ISBN : 9780124166028
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Summary : This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a ...