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The Resource Predictive analytics and data mining : concepts and practice with RapidMiner, Vijay Kotu, Bala Deshpande, PhD

Predictive analytics and data mining : concepts and practice with RapidMiner, Vijay Kotu, Bala Deshpande, PhD

Label
Predictive analytics and data mining : concepts and practice with RapidMiner
Title
Predictive analytics and data mining
Title remainder
concepts and practice with RapidMiner
Statement of responsibility
Vijay Kotu, Bala Deshpande, PhD
Creator
Contributor
Author
Subject
Language
eng
Summary
This book shows how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Topics include: 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. --
Assigning source
Edited summary from book
Cataloging source
CtWfDGI
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Predictive analytics and data mining : concepts and practice with RapidMiner, Vijay Kotu, Bala Deshpande, PhD
Label
Predictive analytics and data mining : concepts and practice with RapidMiner, Vijay Kotu, Bala Deshpande, PhD
Publication
Copyright
Related Contributor
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9780128016503&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4359437'}
Extent
1 online resource
Form of item
online
Isbn
9780128016503
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

Library Locations

    • Folsom LibraryBorrow it
      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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