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Big Data Analytics
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Big Data Analytics : Applications in Business and Marketing

Book Details

Format Hardback or Cased Book
ISBN-10 1032007885
ISBN-13 9781032007885
Publisher Taylor & Francis Ltd
Imprint Auerbach
Country of Manufacture GB
Country of Publication GB
Publication Date Dec 28th, 2021
Print length 261 Pages
Weight 670 grams
Product Classification: Business & managementDatabases
Ksh 16,550.00
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The book explores data analytics concepts and applications in marketing and business. Business and marketing analytics can create value by guiding how organizational resources are optimally allocated and managed. Covering both predictive and prescriptive analysis, the book discusses optimization techniques for stronger business performance.

Big Data Analytics: Applications in Business and Marketing explores the concepts and applications related to marketing and business as well as future research directions. It also examines how this emerging field could be extended to performance management and decision-making. Investment in business and marketing analytics can create value through proper allocation of resources and resource orchestration process. The use of data analytics tools can be used to diagnose and improve performance.

The book is divided into five parts. The first part introduces data science, big data, and data analytics. The second part focuses on applications of business analytics including:

  • Big data analytics and algorithm
  • Market basket analysis
  • Anticipating consumer purchase behavior
  • Variation in shopping patterns
  • Big data analytics for market intelligence

The third part looks at business intelligence and features an evaluation study of churn prediction models for business Intelligence. The fourth part of the book examines analytics for marketing decision-making and the roles of big data analytics for market intelligence and of consumer behavior. The book concludes with digital marketing, marketing by consumer analytics, web analytics for digital marketing, and smart retailing.

This book covers the concepts, applications and research trends of marketing and business analytics with the aim of helping organizations increase profitability by improving decision-making through data analytics.


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