Discovering Knowledge in Data: An Introduction to Data Mining
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Numar articol:205689019
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Disponibilitate:Indisponibil
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Preț:681,00 Lei
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Anuntul a expirat la:12.01.2023, 12:12
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Specificatii
The field of data mining lies at the confluence of predictive
analytics, statistical analysis, and business intelligence. Due to
the ever-increasing complexity and size of data sets and the wide
range of applications in computer science, business, and health
care, the process of discovering knowledge in data is more relevant
than ever before. This book provides the tools needed to thrive in
today's big data world. The author demonstrates how to leverage a
company's existing databases to increase profits and market share,
and carefully explains the most current data science methods and
techniques. The reader will learn data mining by doing data mining.
By adding chapters on data modelling preparation, imputation of
missing data, and multivariate statistical analysis, Discovering
Knowledge in Data, Second Edition remains the eminent reference on
data mining. The second edition of a highly praised, successful
reference on data mining, with thorough coverage of big data
applications, predictive analytics, and statistical analysis.
Includes new chapters on Multivariate Statistics, Preparing to
Model the Data, and Imputation of Missing Data, and an Appendix on
Data Summarization and Visualization Offers extensive coverage of
the R statistical programming language Contains 280 end-of-chapter
exercises Includes a companion website for university instructors
who adopt the book
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