Free Ebook Data Mining and Business Analytics with R

Download Data Mining and Business Analytics with R

Download Data Mining and Business Analytics with R

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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. Consulting Companies in Analytics Data Mining Data A B C D E F G H I J K L M N O P Q R S T U V W XYZ 4i provides clients with cutting edge Growth Analytics including Predictive Market Foresight Growth Drivers Business Analytics Course & Certification - SAS R Big Data Business Analytics Courses Training & Certification in Kolkata and Noida India Data Brio Academy offers business analytics courses training and certifications What is big data analytics? - Definition from WhatIscom Big data analytics benefits Driven by specialized analytics systems and software big data analytics can point the way to various business benefits including new KDnuggets - Analytics Data Mining and Data Science Poll; What software you used for Analytics Data Mining Data Science Machine Learning projects in the past 12 months? Note that there are 4 sections: Data Science Data Mining for Business Analytics Concepts Techniques For users of our XLMiner edition please note that XLMiner is now part of Analytic Solver a comprehensive analytics toolkit that includes data mining optimization What is Data Mining ? - Predictive Analytics Today What is Data Mining ? Data Mining is the computational process of discovering patterns trends and behaviors in large data sets using artificial intelligence Data Mining for Business Analytics: Concepts Techniques Data Mining for Business Analytics: Concepts Techniques and Applications in XLMiner Third Edition presents an applied approach to data mining and predictive Webinar: Google Analytics Data Mining with R (includes 3 Learn how to use R for Google Analytics data mining & generate great insights Webinar Includes 3 Real Applications of using Google Analytics data set with R Data Mining for Business Analytics: Concepts Techniques Data Mining for Business Analytics: Concepts Techniques and Applications in XLMiner Third Edition presents an applied approach to data mining and predictive Data Mining and Predictive Analytics Tips tricks and comments in data mining and predictive analytics including data preprocessing visualization modeling and model deployment
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