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Machine learning for business analytics : concepts, techniques and applications in rapidminer

Contributor(s): Publication details: John Wiley 2023 HobokenDescription: xxix, 699pISBN:
  • 9781119828792
Subject(s): DDC classification:
  • 658.403 M184
Summary: Machine Learning for Business Analytics: Concepts, Techniques and Applications in RapidMiner provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques.
List(s) this item appears in: New Arrival July 28-Aug 03, 2025
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Books Books PK Kelkar Library, IIT Kanpur On Display 658.403 M184 (Browse shelf(Opens below)) Available A186937
Total holds: 0

Machine Learning for Business Analytics: Concepts, Techniques and Applications in RapidMiner provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques.

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