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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..


Data Science Fondamentaux Et Tudes De Cas

ISBN 10 : 9782212322507
ISBN 13 : 221232250X

Nous vivons une époque très excitante, qui ramène l'analyse de données et les méthodes quantitatives au coeur de la société. L'aboutissement de nombreux projets de recherche..


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..


R Seaux Bay Siens Avec R

ISBN 10 : 9782759817429
ISBN 13 : 2759817423

Cet ouvrage introduit ses lecteurs à la découverte des réseaux bayésiens. À partir d’exemples simples, mais suffisamment complexes pour détailler les différents mécanisme..


Multimedia Communications Services And Security

ISBN 10 : 9783319699110
ISBN 13 : 3319699113

This volume constitutes the refereed proceedings of the 9th International Conference on Multimedia Communications, Services and Security, MCSS 2017, held in Kraków, Poland, in Nov..


Data Mining Algorithms

ISBN 10 : 9781118950807
ISBN 13 : 1118950801

Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and c..


Empirical Research For Software Security

ISBN 10 : 9781351650885
ISBN 13 : 1351650882

Developing secure software requires the integration of numerous methods and tools into the development process, and software design is based on shared expert knowledge, claims, and..


Statistical Regression And Classification

ISBN 10 : 9781351645898
ISBN 13 : 1351645897

Statistical Regression and Classification: From Linear Models to Machine Learning takes an innovative look at the traditional statistical regression course, presenting a contempora..