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An Introduction to Statistical Learning: with Applications in R (Springer T…


An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage…

An Introduction To Statistical Learning

ISBN 10 : 1461471370
ISBN 13 : 9781461471370

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..



The Elements Of Statistical Learning

ISBN 10 : 0387952845
ISBN 13 : 9780387952840

This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are ..


Machine Learning And Data Mining In Pattern Recognition

ISBN 10 : 9783319419206
ISBN 13 : 331941920X

This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016, held in New York, NY, USA..


Conformal And Probabilistic Prediction With Applications

ISBN 10 : 9783319333953
ISBN 13 : 331933395X

This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in ..


Big Data Analytics With R

ISBN 10 : 9781786463722
ISBN 13 : 1786463725

Utilize R to uncover hidden patterns in your Big Data About This Book Perform computational analyses on Big Data to generate meaningful results Get a practical knowledge of R progr..


Modeling Techniques In Predictive Analytics With Python And R

ISBN 10 : 9780133892147
ISBN 13 : 013389214X

Master predictive analytics, from start to finish Start with strategy and management Master methods and build models Transform your models into highly-effective code—in both Pyth..


Financial Analytics With R

ISBN 10 : 9781107150751
ISBN 13 : 1107150752

Financial Analytics with R sharpens readers' skills in time-series, forecasting, portfolio selection, covariance clustering, prediction, and derivative securities...


Modeling Techniques In Predictive Analytics

ISBN 10 : 9780133886191
ISBN 13 : 0133886190

To succeed with predictive analytics, you must understand it on three levels: Strategy and management Methods and models Technology and code This up-to-the-minute reference thoroug..


Web And Network Data Science

ISBN 10 : 9780133887648
ISBN 13 : 0133887642

Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University’s prestigious analytic..