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Ort/Jahr: |
San Rafael : Morgan & Claypool Publishers, 2015 |
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Sprache/n: |
Englisch |
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Umfang: |
Online-Ressource (126 p) |
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Anmerkung: |
Description based upon print version of record |
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Mehr zum Titel: |
Introduction -- Analytics: A Definition -- Analytics at Your Service -- Classification of Analytics Applications -- The Watson DeepQA System -- Functional Flow of Analytics Applications -- Intended Audience -- Overview of Analytics Exemplars -- Exemplar Models -- Regression Analysis -- Clustering -- Nearest Neighbor Search -- Association Rule Mining -- Recommender Systems -- Support Vector Machines -- Neural Networks -- Decision Tree Learning -- Time Series Processing -- Text Analytics -- Monte Carlo Methods -- Mathematical Programming -- On-line Analytical Processing -- Graph Analytics
Accelerating Analytics -- Characterizing Analytics Exemplars -- Computational Patterns -- Runtime Characteristics -- Implications on Acceleration -- System Acceleration Opportunities -- Accelerating Analytics in Practice: Case Studies -- Text Analytics -- Deep Learning -- Computational Finance -- OLAP/Business Intelligence -- Graph Analytics -- Architectural Desiderata for Analytics -- Accelerators for Analytics Workloads -- Bringing it all together: Building an Analytics System -- Examples of Industrial Sectors and Associated Analytical Solutions -- Bibliography -- Authors' Biographies
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Bibliogr. Zusammenhang: |
Print version: Bordawekar, Rajesh. Analyzing Analytics. - San Rafael : Morgan & Claypool Publishers,c2015 |
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ISBN: |
978-1-62705-836-0
978-1-62705-836-0
Weitere Ausgaben: 978-1-62705-835-3 (Printausgabe)
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Klassifikation: |
Dewey Decimal Classification: 004.22
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Links zum Titel:
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Produktsigel: |
ZDB-30-PQE |
