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    1. Home
    2. eBooks & eLearning
    3. Data Analytics: Models and Algorithms for Intelligent Data Analysis

    Data Analytics: Models and Algorithms for Intelligent Data Analysis

    Posted By: AvaxGenius
    Date: 5 Apr 2022 04:30:19
    Data Analytics: Models and Algorithms for Intelligent Data Analysis

    Data Analytics: Models and Algorithms for Intelligent Data Analysis, Second Edition By Thomas A. Runkler
    English | PFF(True) | 2016 | 150 Pages | ISBN : 3658140747 | 4.9 MB

    This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens.
    Content

    • Data Analytics

    • Data and Relations

    • Data Preprocessing
    • Data Visualization

    • Correlation

    • Regression

    • Forecasting

    • Classification

    • Clustering



    Target Groups

    Students of computer science, mathematics and engineering
    Data analytics practitioners
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