Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner

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9780128014608: Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner
Críticas:

"...an excellent introductory data science textbook to expose students to the essential concepts in predictive analytics. For the seasoned professional, it can serve as a handy reference book to choose the best predictive analytics tool for a given data set." --Computing Reviews

"... ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining." --AnalyticBridge.com, 2015

"If learning-by-doing is your mantra -- as well it should be for predictive analytics -- this book will jumpstart your practice. Covering a broad, foundational collection of techniques, authors Kotu and Deshpande deliver crystal-clear explanations of the analytical methods that empower organizations to learn from data. After each concept, screenshots make the 'how to' immediately concrete, revealing the steps needed to set things up and go; you're guided through real hands-on execution." --Eric Siegel, Ph.D., founder of Predictive Analytics World and author of Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die

"The analytics that turns Big Data into actionable intelligence is no longer the exclusive realm of data scientists - it is impacting nearly every business function. Business intelligence is a significant competitive advantage, if applied properly.  Gaining that advantage requires that business decision makers and data analyst have a good understanding of the available analytics tools and how to apply them. Predictive Analytics and Data Mining book provides an easy to understand framework of predictive analytics and data mining concepts. The framework is reinforced with examples and sample datasets that demonstrate how to apply the new tools to real-world problems. I highly recommend this book to anyone who wants a better understanding of how to make analytics a game changer for your organization"--David Dowhan, President, TruSignal

"Predictive analytics and insights has become the most critical skill-set in decision making and running the modern business. Predictive Analytics and Data Mining provides you the advanced concepts and practical implementation techniques to incorporate analytics in your business process. The two dozen data mining algorithms covered in this book forms the underpinnings of the field of business analytics that has transformed the way data is treated in business. So far, advanced analytics has been practiced only by select few. With your interest and this book, you can master it too." --Sy Fahimi, Operating Partner & Executive-in-Residence, Symphony Technology Group

"There are two kinds of predictive analytics books.  One kind gives a high level informal overview to those who just want to understand this field conceptually.  Another kind gives a textbook technical introduction for the experts with extensive knowledge of statistics and computer science.  Kotu and Deshpande's book  is unusual because it strikes a nice balance.  It can be understood by anyone who can understand basic computations of probability.  The choice of RapidMiner is brilliant, since anyone who has used excel in the past can follow the hands-on examples, and learn to get more out of their data.   The book does an excellent job of appealing to our intuitions about probabilities and then expanding on these intuitions to cover very advanced topics, such as decision trees and association rules.  The material is accessible to anyone who took elementary statistics in college, even if college was many years ago." --Maria Stone, Vice President, Data and User Experience, Yahoo

Críticas:

"... ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining."--AnalyticBridge.com, January 13, 2015 "If learning-by-doing is your mantra -- as well it should be for predictive analytics -- this book will jumpstart your practice. Covering a broad, foundational collection of techniques, authors Kotu and Deshpande deliver crystal-clear explanations of the analytical methods that empower organizations to learn from data. After each concept, screenshots make the 'how to' immediately concrete, revealing the steps needed to set things up and go; you're guided through real hands-on execution." - Eric Siegel, Ph.D., founder of Predictive Analytics World and author of Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die "The analytics that turns Big Data into actionable intelligence is no longer the exclusive realm of data scientists - it is impacting nearly every business function. Business intelligence is a significant competitive advantage, if applied properly. Gaining that advantage requires that business decision makers and data analyst have a good understanding of the available analytics tools and how to apply them. Predictive Analytics and Data Mining book provides an easy to understand framework of predictive analytics and data mining concepts. The framework is reinforced with examples and sample datasets that demonstrate how to apply the new tools to real-world problems. I highly recommend this book to anyone who wants a better understanding of how to make analytics a game changer for your organization" - David Dowhan, President, TruSignal "Predictive analytics and insights has become the most critical skill-set in decision making and running the modern business. Predictive Analytics and Data Mining provides you the advanced concepts and practical implementation techniques to incorporate analytics in your business process. The two dozen data mining algorithms covered in this book forms the underpinnings of the field of business analytics that has transformed the way data is treated in business. So far, advanced analytics has been practiced only by select few. With your interest and this book, you can master it too." - Sy Fahimi, Operating Partner & Executive-in-Residence, Symphony Technology Group "There are two kinds of predictive analytics books. One kind gives a high level informal overview to those who just want to understand this field conceptually. Another kind gives a textbook technical introduction for the experts with extensive knowledge of statistics and computer science. Kotu and Deshpande's book is unusual because it strikes a nice balance. It can be understood by anyone who can understand basic computations of probability. The choice of RapidMiner is brilliant, since anyone who has used excel in the past can follow the hands-on examples, and learn to get more out of their data. The book does an excellent job of appealing to our intuitions about probabilities and then expanding on these intuitions to cover very advanced topics, such as decision trees and association rules. The material is accessible to anyone who took elementary statistics in college, even if college was many years ago." - Maria Stone, Vice President, Data and User Experience, Yahoo

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Vijay Kotu, Bala Deshpande
Editorial: ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0128014601 ISBN 13: 9780128014608
Nuevos Paperback Cantidad: 10
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The Book Depository
(London, Reino Unido)
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Descripción ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Estado de conservación: New. 236 x 193 mm. Language: English . Brand New Book. Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining. You ll be able to: 1. Gain the necessary knowledge of different data mining techniques, so that you can select the right technique for a given data problem and create a general purpose analytics process. 2. Get up and running fast with more than two dozen commonly used powerful algorithms for predictive analytics using practical use cases. 3. Implement a simple step-by-step process for predicting an outcome or discovering hidden relationships from the data using RapidMiner, an open source GUI based data mining tool Predictive analytics and Data Mining techniques covered: Exploratory Data Analysis, Visualization, Decision trees, Rule induction, k-Nearest Neighbors, Naive Bayesian, Artificial Neural Networks, Support Vector machines, Ensemble models, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, Association analysis using Apriori and FP Growth, K-Means clustering, Density based clustering, Self Organizing Maps, Text Mining, Time series forecasting, Anomaly detection and Feature selection. Implementation files can be downloaded from the book companion site at. Nº de ref. de la librería AA59780128014608

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Vijay Kotu, Bala Deshpande
Editorial: Elsevier Science & Technology 2014-12-05, San Francisco (2014)
ISBN 10: 0128014601 ISBN 13: 9780128014608
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Descripción Elsevier Science & Technology 2014-12-05, San Francisco, 2014. paperback. Estado de conservación: New. Nº de ref. de la librería 9780128014608

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Vijay Kotu, Bala Deshpande
Editorial: ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0128014601 ISBN 13: 9780128014608
Nuevos Paperback Cantidad: 10
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The Book Depository US
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Descripción ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Estado de conservación: New. 236 x 193 mm. Language: English . Brand New Book. Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining. You ll be able to: 1. Gain the necessary knowledge of different data mining techniques, so that you can select the right technique for a given data problem and create a general purpose analytics process. 2. Get up and running fast with more than two dozen commonly used powerful algorithms for predictive analytics using practical use cases. 3. Implement a simple step-by-step process for predicting an outcome or discovering hidden relationships from the data using RapidMiner, an open source GUI based data mining tool Predictive analytics and Data Mining techniques covered: Exploratory Data Analysis, Visualization, Decision trees, Rule induction, k-Nearest Neighbors, Naive Bayesian, Artificial Neural Networks, Support Vector machines, Ensemble models, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, Association analysis using Apriori and FP Growth, K-Means clustering, Density based clustering, Self Organizing Maps, Text Mining, Time series forecasting, Anomaly detection and Feature selection. Implementation files can be downloaded from the book companion site at. Nº de ref. de la librería AA59780128014608

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Kotu, Vijay, Deshpande, Bala
Editorial: Morgan Kaufmann (2014)
ISBN 10: 0128014601 ISBN 13: 9780128014608
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Descripción Morgan Kaufmann, 2014. Estado de conservación: New. Num Pages: 446 pages. BIC Classification: UNF. Category: (P) Professional & Vocational. Dimension: 186 x 231 x 18. Weight in Grams: 892. . 2014. 1st Edition. Paperback. . . . . . Nº de ref. de la librería V9780128014608

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Vijay Kotu, Bala Deshpande
Editorial: Morgan Kaufmann Publishers In 2014-12-10 (2014)
ISBN 10: 0128014601 ISBN 13: 9780128014608
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Descripción Morgan Kaufmann Publishers In 2014-12-10, 2014. Estado de conservación: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Nº de ref. de la librería NU-LBR-01448599

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Vijay Kotu
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Descripción Paperback. Estado de conservación: New. Not Signed; Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth proje. book. Nº de ref. de la librería ria9780128014608_rkm

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Kotu, Vijay, Deshpande, Bala
Editorial: Morgan Kaufmann
ISBN 10: 0128014601 ISBN 13: 9780128014608
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Descripción Morgan Kaufmann. Estado de conservación: New. Num Pages: 446 pages. BIC Classification: UNF. Category: (P) Professional & Vocational. Dimension: 186 x 231 x 18. Weight in Grams: 892. . 2014. 1st Edition. Paperback. . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9780128014608

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Bala Deshpande; Vijay Kotu
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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97801280146080000000

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Kotu
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Descripción Estado de conservación: Brand New. Brand New Original US Edition, Perfect Condition. Printed in English. Excellent Quality, Service and customer satisfaction guaranteed!. Nº de ref. de la librería AIND-122784

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KOTU, VIJAY; DESHPANDE, BALA
Editorial: Morgan Kaufmann (2014)
ISBN 10: 0128014601 ISBN 13: 9780128014608
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Descripción Morgan Kaufmann, 2014. Paperback. Estado de conservación: NEW. 9780128014608 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0895834

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