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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, marketing, and  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 approaches, tree-based methods, support vector machines, clustering, deep learning,...

Dieser Band enthalt die erste kritische Ausgabe eines aus dem XV. Jahrhundert stammenden umfangreichen Werkes, das einerseits fur die Rekonstruktion des geistigen Klimas zur Zeit des Humanismus vor allem in Ferrara von groer Bedeutung ist und andererseits eine gundsatzliche Synthese allgemeinen humanistischen Denkens darstellt. Politia litteraria meint dabei weniger "sprachlich-literarischer Zirkel" als vielmehr "Verfeinerung des (lateinischen) Ausdrucks." Die bisherigen Ausgaben waren entweder nur schwer zuganglich (Codex Vat. Lat. 1794) oder luckenhaft (Druckausgabe Basel 1562) und...

Web Dragons offers a perspective on the world of Web search and the effects of search engines and information availability on the present and future world.

In the blink of an eye since the turn of the millennium, the lives of people who work with information have been utterly transformed. Everything we need to know is on the web. It's where we learn and play, shop and do business, keep up with old friends and meet new ones. Search engines make it possible for us to find the stuff we need to know. Search engines - web dragons - are the portals through which we access society's...