Data Mining for Business Analytics
Description
Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies. Readers will work with all of the standard data mining methods using the Microsoft® Office Excel® add-in XLMiner® to develop predictive models and learn how to obtain business value from Big Data. Featuring updated topical coverage on text mining, social network analysis, collaborative filtering, ensemble methods, uplift modeling and more, the Third Edition also includes: Real-world examples to build a theoretical and practical understanding of key data mining methods End-of-chapter exercises that help readers better understand the presented material Data-rich case studies to illustrate various applications of data mining techniques Completely new chapters on social network analysis and text mining A companion site with additional data sets, instructors material that include solutions to exercises and case studies, and Microsoft PowerPoint® slides Free 140-day license to use XLMiner for Education software Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition is an ideal textbook for upper-undergraduate and graduate-level courses as well as professional programs on data mining, predictive modeling, and Big Data analytics. The new edition is also a unique reference for analysts, researchers, and practitioners working with predictive analytics in the fields of business, finance, marketing, computer science, and information technology. Praise for the Second Edition «…full of vivid and thought-provoking anecdotes… needs to be read by anyone with a serious interest in research and marketing.»– Research Magazine «Shmueli et al. have done a wonderful job in presenting the field of data mining – a welcome addition to the literature.» – ComputingReviews.com «Excellent choice for business analysts…The book is a perfect fit for its intended audience.» – Keith McCormick, Consultant and Author of SPSS Statistics For Dummies, Third Edition and SPSS Statistics for Data Analysis and Visualization Galit Shmueli, PhD, is Distinguished Professor at National Tsing Hua University’s Institute of Service Science. She has designed and instructed data mining courses since 2004 at University of Maryland, Statistics.com, The Indian School of Business, and National Tsing Hua University, Taiwan. Professor Shmueli is known for her research and teaching in business analytics, with a focus on statistical and data mining methods in information systems and healthcare. She has authored over 70 journal articles, books, textbooks and book chapters. Peter C. Bruce is President and Founder of the Institute for Statistics Education at www.statistics.com. He has written multiple journal articles and is the developer of Resampling Stats software. He is the author of Introductory Statistics and Analytics: A Resampling Perspective, also published by Wiley. Nitin R. Patel, PhD, is Chairman and cofounder of Cytel, Inc., based in Cambridge, Massachusetts. A Fellow of the American Statistical Association, Dr. Patel has also served as a Visiting Professor at the Massachusetts Institute of Technology and at Harvard University. He is a Fellow of the Computer Society of India and was a professor at the Indian Institute of Management, Ahmedabad for 15 years.
Technical Details
abonement: | false |
age: | 0 |
author: | Galit Shmueli |
genres_list: | 5662 |
ISBN: | 9781118729137 |
lang: | en |
publisher: | John Wiley & Sons Limited |
Type: | book |
Форматы: |
Price history chart & currency exchange rate
Customers also viewed
![Healthcare Data Analytics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) [Hardcover] Reddy Chandan K. and Aggarwal Charu C.
Healthcare Data Analytics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) [Hardcover] Reddy Chandan K. and Aggarwal Charu C.](http://pictures.abebooks.com/isbn/9781482232110-us.jpg)
42%
~ 5,230.00 руб.
Healthcare Data Analytics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) [Hardcover] Reddy Chandan K. and Aggarwal Charu C.
abebooks.com![The Basic Principles of People Analytics: Learn how to use HR data to drive better outcomes for your business and employees
The Basic Principles of People Analytics: Learn how to use HR data to drive better outcomes for your business and employees](http://pictures.abebooks.com/isbn/9781541148390-us.jpg)
40%
~ 6,400.00 руб.
The Basic Principles of People Analytics: Learn how to use HR data to drive better outcomes for your business and employees
abebooks.com![Data Science and Predictive Analytics: Biomedical and Health Applications using R
Data Science and Predictive Analytics: Biomedical and Health Applications using R](http://pictures.abebooks.com/isbn/9783319723464-us.jpg)
-5%
20%
~ 4,120.00 руб.
Data Science and Predictive Analytics: Biomedical and Health Applications using R
abebooks.com![Mining and metallurgical education; a collection of papers on the subject including the discussion presented at the meeting of the Committee on education and public service of the American Minin
Mining and metallurgical education; a collection of papers on the subject including the discussion presented at the meeting of the Committee on education and public service of the American Minin](http://i5.walmartimages.com/asr/f3eb3f65-679f-4760-af38-94e79a1c4fe4.247cb1ab6c1fa60aa21b6a09097bb198.jpeg?odnHeight=450&odnWidth=450&odnBg=ffffff)
-3%
2%
~ 4,100.00 руб.
Mining and metallurgical education; a collection of papers on the subject including the discussion presented at the meeting of the Committee on education and public service of the American Minin
walmart.com![VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More](http://image.vevor.com/us%2FTJC12YC35YCL576TXV0%2Fgoods_img-v2%2Fsluice-box-m100-1.2.jpg?timestamp=1706065928000)
-4%
1%
~ 4,410.00 руб.
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
vevor.com![VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building
VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building](http://image.vevor.com/us%2F3MSGLT00000000001V0%2Fgoods_img-v8%2Fchain-slings-m100-1.2.jpg?timestamp=1659693768000)
-4%
1%
~ 11,100.00 руб.
VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building
vevor.com![VEVOR Набор для внутривенной практики флеботомия венопунктура практическая рука для студентов медсестер
VEVOR Набор для внутривенной практики флеботомия венопунктура практическая рука для студентов медсестер](http://image.vevor.com/ru%2FJXMXTEACHINGMODELV0%2Fgoods_img-v2%2Fiv-kit-m100-1.2.jpg?timestamp=1662341402000)
1%
5,826.00 руб.
VEVOR Набор для внутривенной практики флеботомия венопунктура практическая рука для студентов медсестер
vevor.com-3%
1%
~ 23,260.00 руб.
ACTi C11W 1.3MP Indoor Wireless Cube Network Camera with f3.6mm / F1.8 Fixed Focal Lens, 1280x1024, 30fps, Built-in Analytics, Basic WDR, H.264, MJPEG
adorama.com![VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More](http://image.vevor.com/us%2FTJC12YC35YCL576TXV0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065928000)
-3%
1%
~ 6,430.00 руб.
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
vevor.com-3%
1%
~ 25,470.00 руб.
Panasonic Advidia A-27-F 2MP H.265 Ultra-Low Light Vandal & Weather Proof Dome Camera with Analytics
adorama.com![VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building
VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building](http://image.vevor.com/us%2F3MSGLT00000000001V0%2Fgoods_img-v8%2Fchain-slings-m100-1.2.jpg?timestamp=1659693768000)
-4%
1%
~ 6,960.00 руб.
VEVOR 10FT Chain Sling 5/16 Inch X 10 FT Engine Lift Chain G80 Alloy Steel Engine Chain Hoist Lifts 3 Ton with 4 Leg Grab Hooks and Adjuster Used in Mining, Machinery, Ports, Building
vevor.com![VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More](http://image.vevor.com/us%2FTJC12YC35YCL576TXV0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065928000)
-4%
1%
~ 4,220.00 руб.
VEVOR Mini Sluice Box Gold Panning Kit, 12inch Aluminum Alloy Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Separating Magnet, Classifier Screen, Drawstring Backpack and More
vevor.com![Текстиль MyzA for kids, Комплект постельного белья MyzA for kids "Математика", M
Текстиль MyzA for kids, Комплект постельного белья MyzA for kids "Математика", M](http://bunnyhill.ru/upload/iblock/a52/eqv7wasye4g3ky9vkg08x9vcmn92j04s/komplekt-postelnogo-belya-myza-for-kids-matematika-m.jpeg)
1%
9,700.00 руб.
Текстиль MyzA for kids, Комплект постельного белья MyzA for kids "Математика", M
bunnyhill.ru![Постельное белье MyzA for kids, Комплект постельного белья MyzA for kids "Математика", L
Постельное белье MyzA for kids, Комплект постельного белья MyzA for kids "Математика", L](http://bunnyhill.ru/upload/iblock/573/6jl0k8q30duk0njcj504uexcfhgc8j06/komplekt-postelnogo-belya-myza-for-kids-matematika-l.jpg)
1%
12,000.00 руб.
Постельное белье MyzA for kids, Комплект постельного белья MyzA for kids "Математика", L
bunnyhill.ru![VEVOR Gold Panning Kit With Mini Sluice Box, 12" Aluminum Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories
VEVOR Gold Panning Kit With Mini Sluice Box, 12" Aluminum Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories](http://image.vevor.com/us%2FTJC12YC35YCL576TXV0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065928000)
-3%
1%
~ 6,340.00 руб.
VEVOR Gold Panning Kit With Mini Sluice Box, 12" Aluminum Gold Mining Equipment, 16 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories
vevor.com![Supply Chain Analytics, Custom Edition for University of Tennessee - Knoxville,
Supply Chain Analytics, Custom Edition for University of Tennessee - Knoxville,](http://pictures.abebooks.com/isbn/9781323445297-us.jpg)
-5%
1%
~ 6,360.00 руб.
Supply Chain Analytics, Custom Edition for University of Tennessee - Knoxville,
abebooks.com![VEVOR Набор для внутривенной практики руки для флеботомии рука ПВХ темная кожа для венепункции
VEVOR Набор для внутривенной практики руки для флеботомии рука ПВХ темная кожа для венепункции](http://image.vevor.com/ru%2FJXMXJMCCLXBZS0001V0%2Fgoods_img-v2%2Fiv-kit-m100-1.2.jpg?timestamp=1630997136000)
1%
6,697.00 руб.
VEVOR Набор для внутривенной практики руки для флеботомии рука ПВХ темная кожа для венепункции
vevor.com![The mining reports. A series containing the cases on the law of mines found in the American and English reports arranged alphabetically by subjects with notes and references Volu
The mining reports. A series containing the cases on the law of mines found in the American and English reports arranged alphabetically by subjects with notes and references Volu](http://i5.walmartimages.com/asr/d6d5bc15-3746-4738-9dd2-5236477cfc4a.9a699aad15b3931114cba2771f766b3e.jpeg?odnHeight=450&odnWidth=450&odnBg=ffffff)
-9%
1%
~ 5,550.00 руб.
The mining reports. A series containing the cases on the law of mines found in the American and English reports arranged alphabetically by subjects with notes and references Volu
walmart.com![VEVOR Gold Panning Kit With Sluice Box, 50" Aluminum Gold Mining Equipment, 23 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories
VEVOR Gold Panning Kit With Sluice Box, 50" Aluminum Gold Mining Equipment, 23 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories](http://image.vevor.com/us%2FTJC50YC9YCLHBEW55V0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065934000)
-3%
1%
~ 16,390.00 руб.
VEVOR Gold Panning Kit With Sluice Box, 50" Aluminum Gold Mining Equipment, 23 PCS Gold Prospecting Kit with Gold Pan, Classifier Screen, Separating Magnet, Drawstring Backpack and Accessories
vevor.com![VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More
VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More](http://image.vevor.com/us%2FTJC50YC9YCLHBEW55V0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065934000)
-4%
1%
~ 11,190.00 руб.
VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More
vevor.com![VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More
VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More](http://image.vevor.com/us%2FTJC50YC9YCLHBEW55V0%2Fgoods_img-v1%2Fsluice-box-m100-1.2.jpg?timestamp=1706065934000)
-3%
1%
~ 15,160.00 руб.
VEVOR 50 Inch Folding Sluice Box Gold Panning Kit, 23pc Gold Prospecting Equipment Kit with Gold Pan, Classifier Screen, Separating Magnet, Backpack and More
vevor.com