Data Mining And Warehousing Techniques With Machine Learning Concepts

P Vijayakumar, L Jegatha Deborah (Autoren)

Buch | Hardcover

532 Seiten

2025
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-98-0312-5 (ISBN)

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This unique compendium elaborates the basic perceptions of data warehouses and data mining. The former part of the book covers concepts like introduction to data warehouses, the need for using such data warehouses and key terminologies used in this framework. The latter part of the book covers the data mining concepts and the data mining techniques used in various applications and also explains the machine learning techniques in detail with suitable examples wherever essential.The book is written in simple English and is user-friendly. Each chapter is modeled with several sample scenarios and illustrations wherever necessary. The complete contents of each chapter include chapter technical content, summary, key points to remember, and few case studies for class group discussions and problem-solving.This volume clearly benefits professionals, academicians, data analysts, machine-learning community, undergraduate and postgraduate students.

Erscheinungsdatum	20.08.2025
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	981-98-0312-8 / 9819803128
ISBN-13	978-981-98-0312-5 / 9789819803125
Zustand	Neuware