Data Mining for Business Analytics: Concepts, Techniques, and Applications in R

Price: $141.25
(as of Nov 22,2024 13:29:59 UTC – Details)

From the Publisher

Product description
Includes data-rich case research and end-of-chapter workouts to construct sensible and theoretical understanding of key information mining strategies and methods. New chapters on social community evaluation and textual content mining Includes detailed summaries outlining key matters, data-rich case research as an example information mining functions, and end-of-chapter workouts Offers over two dozen case research and consists of progressive materials on textual content analytics, recommender programs, social community evaluation, getting information from a database into the analytics course of, and scoring and deploying the outcomes of an evaluation to a database. Includes separate chapters that every deal with k-nearest neighbors and Naïve Bayes strategies.

Audience degree
Intermediate/Advanced Intermediate/Advanced Intermediate/Advanced

Suitable for use in greater schooling programs?

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Professional utility
Reference for analysts, researchers, and practitioners working with predictive analytics in the fields of enterprise, finance, advertising, laptop science, and data expertise Reference for information scientists, analysts, researchers, and practitioners working with analytics in the fields of administration, finance, advertising, data expertise, healthcare, schooling, and some other data-rich discipline Reference for analysts, researchers, and practitioners working with quantitative strategies in the fields of enterprise, finance, advertising, laptop science, and data expertise who’ve a particular curiosity in R.

Related software program
XLMiner (Add-in to Microsoft Office Excel and a part of Analytic Solver) JMP Pro (Statistical bundle from the SAS Institute) R (Freely accessible for obtain)

Trial license included with textual content

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Authors
Galit Shmueli, Peter C. Bruce, Nitin R. Patel Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel Galit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel, Casey Lichtendahl

Content size
552 pages 480 pages 448 pages

Publisher ‏ : ‎ Wiley; 1st version (September 5, 2017)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 576 pages
ISBN-10 ‏ : ‎ 1118879368
ISBN-13 ‏ : ‎ 978-1118879368
Item Weight ‏ : ‎ 3.01 kilos
Dimensions ‏ : ‎ 6.9 x 1.2 x 10.1 inches