Data driven decision making using analytics

by Bhatia, Surbhi Gandhi, Parul Kapil Dev

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Title Statements

Full title :Data driven decision making using analytics / edited by Parul Gandhi, Surbhi Bhatia, and Kapal Dev.

Summary

"This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining. Features: Covers descriptive statistics with respect to predictive analytics and business analytics. Discusses different data analytics platforms for real-time applications. Explain SMART business models. Includes algorithms in data sciences alongwith automated methods and models. Explores varied challenges encountered by researchers and businesses in the realm of real-time analytics. This book aims at researchers and graduate students in data analytics, data sciences, data mining, and signal processing"--

Edition Statements

Publication Date:©2022
Edition:First edition

Publication Statements

Publisher(s):CRC Press
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:©2022

The Physical Object

Description:1 online resource : : illustrations.

Edition Identifiers

ISBN:9781003199403, 1003199402, 9781000506495, 1000506495, 9781000506433, 1000506436
oclc:on1267403041
LC Classification:T57.95
Dewey Decimal:658.4/03

Subjects

Big data COMPUTERS ; Database Management ; Data … COMPUTERS / Programming / Systems Analy… decision making Données volumineuses Prise de décision TECHNOLOGY -- Electricity