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An Introduction To Statistical Learning

An Introduction To Statistical Learning

Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media
ISBN : 9781461471387
File Size : 44,8 Mb
Total Download : 899

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Description : 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. Thi...



The Elements Of Statistical Learning

The Elements Of Statistical Learning

Author by : Trevor Hastie
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media
ISBN : 9780387216065
File Size : 55,5 Mb
Total Download : 464

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Description : 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, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the fiel...



Pattern Recognition And Machine Learning

Pattern Recognition And Machine Learning

Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2016-08-23
Publisher by : Springer
ISBN : 1493938436
File Size : 55,7 Mb
Total Download : 264

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Description : This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no othe...



Perspectives On Play

Perspectives On Play

Author by : Avril Brock
Languange Used : en
Release Date : 2013-09-13
Publisher by : Routledge
ISBN : 9781317864738
File Size : 40,6 Mb
Total Download : 847

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Description : This book presents a review and critical analysis of research in the field whilst exploring development in the early childhood years from a broad range of multi-disciplinary perspectives. Brock's approach will offer a dynamic perspective on the practice of play that will rival existing texts current...