Big Data Analytics

Methods and Applications
by Saumyadipta Pyne, B.L.S. Prakasa Rao & S.B. Rao
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eBook

Publisher: Springer India

Publication Date: November 13, 2016

ISBN: 9788132236283

Binding: Kobo eBook

Availability: eBook

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This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use Big Data such as management and finance; medicine and healthcare; genome, cytome and microbiome;  graphs and networks; Internet of Things; Big Data standards; bench-marking of systems; and others. In addition to different applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modelling of high-dimensional data are also covered. The varied collection of themes in this volume introduces the reader to the richness of the emerging field of Big Data Analytics.