Handbook of statistical analysis and data mining applications

"Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementati...

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Bibliographic Details
Main Authors Nisbet, Robert (Author), Miner, Gary (Author), Yale, Kenneth P., 1956- (Author), Elder, John F. 1961- (Author), Peterson, Andy (Author)
Corporate Author Elsevier Science (firma)
Format Electronic eBook
LanguageEnglish
Published London ; San Diego ; Cambridge ; Kidlington : Academic Press, an imprint of Elsevier, [2018]
EditionSecond edition
Subjects
algoritmy (programování)
dolování dat
statistické metody
statistická analýza
computer algorithms
data mining
statistical methods
statistical analysis
příručky
elektronické knihy
handbooks, manuals, etc
electronic books
Online AccessFull text
ISBN9780124166455
978-0-12-416632-5
Physical Description1 online zdroj (792 stran) : ilustrace

Cover

TOC from ObalkyKnih.cz
Table of Contents:
  • History of phases of data analysis, basic theory, and the data mining process
  • The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining
  • Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses
  • Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics.

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