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The Elements of Statistical Learning: Data Mining, Inference, and Predictio…


This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised…

The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biolog..


Comprendre Le Deep Learning

ISBN 10 : 9791091245449
ISBN 13 :

Apres des resultats spectaculaires, dont la victoire d'AlphaGo sur le meilleur joueur mondial de Go, le Deep Learning suscite autant d'interets que d'interrogations. Inspire au dep..


Data Analysis And Graphics Using R

ISBN 10 : 9781139486675
ISBN 13 : 1139486675

Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, p..


Apprentissage Artificiel

ISBN 10 : 9782212083019
ISBN 13 : 2212083017

Les programmes d'intelligence artificielle sont aujourd'hui capables de reconnaître des commandes vocales, d'analyser automatiquement des photos satellites, d'assister des experts..


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..


Data Mining And Analysis In The Engineering Field

ISBN 10 : 9781466660878
ISBN 13 : 1466660872

Particularly in the fields of software engineering, virtual reality, and computer science, data mining techniques play a critical role in the success of a variety of projects and e..


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..


Conformal Prediction For Reliable Machine Learning

ISBN 10 : 9780124017153
ISBN 13 : 0124017150

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern reco..


Handbook Of Statistical Analysis And Data Mining Applications

ISBN 10 : 0080912036
ISBN 13 : 9780080912035

The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researcher..


Data Analysis And Data Mining

ISBN 10 : 9780199942718
ISBN 13 : 0199942714

An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it p..


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