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Business Analytics with R and Python

Name: Business Analytics with R and Python
Brand: Springer, Berlin
SKU: 46086852
Price: 68.73 EUR
Availability: InStock
Author: David L. Olson
ISBN: 9789819747719

Language

English

Book Hardback

Libristo code: 46086852

Publishers Springer, Berlin, November 2024

This book provides an overview of data mining methods in the field of business. Business management... Full description

Libristo code: 46086852

167 b

68.73 €

134.42 лв

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This book provides an overview of data mining methods in the field of business. Business management faces challenges in serving customers in better ways, in identifying risks, and analyzing the impact of decisions. Of the three types of analytic tools, descriptive analytics focuses on what has happened and predictive analytics extends statistical and/or artificial intelligence to provide forecasting capability. Chapter 1 provides an overview of business management problems. Chapter 2 describes how analytics and knowledge management have been used to better cope with these problems. Chapter 3 describes initial data visualization tools. Chapter 4 describes association rules and software support. Chapter 5 describes cluster analysis with software demonstration. Chapter 6 discusses time series analysis with software demonstration. Chapter 7 describes predictive classification data mining tools. Applications of the context of management are presented in Chapter 8. Chapter 9 covers prescriptive modeling in business and applications of artificial intelligence.