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  • 1
    Online Resource
    Online Resource
    San Rafael : Morgan & Claypool Publishers
    UID:
    (DE-627)847694666
    Format: Online-Ressource (126 p)
    ISBN: 9781627058360
    Series Statement: Synthesis Lectures on Computer Architecture
    Content: Intro -- 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.
    Note: Description based upon print version of record , 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 , Blank Page
    Additional Edition: 9781627058360
    Additional Edition: 9781627058353
    Additional Edition: Print version Bordawekar, Rajesh Analyzing Analytics San Rafael : Morgan & Claypool Publishers,c2015
    Language: English
    Keywords: Electronic books
    URL: Volltext  (lizenzpflichtig)
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