Collecting, analyzing, and extracting valuable information from a large amount of data requires easily accessible, robust, computational and analytical tools. Data Mining and Business Analytics with R utilizes the open source software R for the analysis, exploration, and simplification of large high-dimensional data sets. As a result, readers are provided with the needed guidance to model and interpret complicated data and become adept at building powerful models for prediction and classification. Highlighting both ...
Read More
Collecting, analyzing, and extracting valuable information from a large amount of data requires easily accessible, robust, computational and analytical tools. Data Mining and Business Analytics with R utilizes the open source software R for the analysis, exploration, and simplification of large high-dimensional data sets. As a result, readers are provided with the needed guidance to model and interpret complicated data and become adept at building powerful models for prediction and classification. Highlighting both underlying concepts and practical computational skills, Data Mining and Business Analytics with R begins with coverage of standard linear regression and the importance of parsimony in statistical modeling. The book includes important topics such as penalty-based variable selection (LASSO); logistic regression; regression and classification trees; clustering; principal components and partial least squares; and the analysis of text and network data. In addition, the book presents: A thorough discussion and extensive demonstration of the theory behind the most useful data mining tools Illustrations of how to use the outlined concepts in real-world situations Readily available additional data sets and related R code allowing readers to apply their own analyses to the discussed materials Numerous exercises to help readers with computing skills and deepen their understanding of the material Data Mining and Business Analytics with R is an excellent graduate-level textbook for courses on data mining and business analytics. The book is also a valuable reference for practitioners who collect and analyze data in the fields of finance, operations management, marketing, and the information sciences.
Read Less
Add this copy of Data Mining and Business Analytics With R to cart. $142.42, new condition, Sold by Ria Christie Books rated 5.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2013 by John Wiley & Sons Inc.
Add this copy of Data Mining and Business Analytics With R to cart. $66.01, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 2013 by Wiley.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Add this copy of Data Mining and Business Analytics With R 90 to cart. $96.98, new condition, Sold by Low Cost Textbooks rated 5.0 out of 5 stars, ships from Gainesville, GA, UNITED STATES, published 2013 by John Wiley & Sons Inc.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
ISBN--9781118447147--{Book condition} NEW. {Book binding} HARD COVER. NO access code present ______TRACKING NUMBER supplied as soon as order confirmed.
Add this copy of Data Mining and Business Analytics With R to cart. $127.39, good condition, Sold by TEXTSHUB rated 5.0 out of 5 stars, ships from Franklin Lakes, NJ, UNITED STATES, published 2013 by Wiley.
Add this copy of Data Mining and Business Analytics With R to cart. $57.96, fair condition, Sold by Goodwill of Greater Milwaukee rated 4.0 out of 5 stars, ships from Milwaukee, WI, UNITED STATES, published 2013 by John Wiley & Sons.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Fair. The cover has visible markings and wear. Some corner dings. The pages show normal wear and tear. There is writing discoloration or markings on the edges of the pages. Codes or product keys that accompany this product may not be valid. Fast Shipping in a Standard Poly Mailer!
Add this copy of Data Mining and Business Analytics With R to cart. $94.38, new condition, Sold by TextbookRush rated 4.0 out of 5 stars, ships from Grandview Hts, OH, UNITED STATES, published 2013 by John Wiley & Sons Inc.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. All orders ship SAME or NEXT business day. Expedited shipments will be received in 1-5 business days within the United States. We proudly ship to APO/FPO addresses. 100% Satisfaction Guaranteed!
Add this copy of Data Mining and Business Analytics With R to cart. $131.15, good condition, Sold by Book Words rated 4.0 out of 5 stars, ships from Midland Park, NJ, UNITED STATES, published 2013 by Wiley.
