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Fundamentals Of Predictive Text Mining
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PRODUCT INFORMATION

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    Specifications

    Category Type
    Computer Sciences
    ISBN
    9781447167495.0
    Item EAN
    2724330360204
    People
    Author
    Sholom M. Weiss
    People
    Publisher
    Springer
    Category Type
    Computer Sciences
    ISBN
    9781447167495.0
    Item EAN
    2724330360204
    People
    Author
    Sholom M. Weiss
    People
    Publisher
    Springer
    Languages and countries
    Book Language
    English
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  •  

    Description:

    This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides

    This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This highly anticipated second edition has been thoroughly revised and expanded with new material on deep learning, graph models, mining social media, errors and pitfalls in big data evaluation, Twitter sentiment analysis, and dependency parsing discussion. The fully updated content also features in-depth discussions on issues of document classification, information retrieval, clustering and organizing documents, information extraction, web-based data-sourcing, and prediction and evaluation. Features: includes chapter summaries and exercises; explores the application of each method; provides several case studies; contains links to free text-mining software.

 

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