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Data Analytics Applications eBook Series

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  • Research Analytics

    Boosting University Productivity and Competitiveness through Scientometrics

    Edited by Francisco J. Cantu-Ortiz ...
    Series series Data Analytics Applications
    The growth of machines and users of the Internet has led to the proliferation of all sorts of data concerning individuals, institutions, companies, governments, universities, and all kinds of known objects and events happening everywhere in daily life. Scientific knowledge is not an exception to the data boom. The phenomenon of data growth in science pushes forth as the number of scientific papers ... Read more

    PHP3,496.95

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  • Doing Data Science

    Straight Talk from the Frontline

    by Cathy O'Neil, Rachel Schutt ...
    Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter ... Read more

    PHP1,636.49

  • Privacy, Big Data, and the Public Good

    Frameworks for Engagement

    Edited by Julia Lane, Victoria Stodden, Stefan Bender, Helen Nissenbaum ...
    Massive amounts of data on human beings can now be analyzed. Pragmatic purposes abound, including selling goods and services, winning political campaigns, and identifying possible terrorists. Yet 'big data' can also be harnessed to serve the public good: scientists can use big data to do research that improves the lives of human beings, improves government services, and reduces taxpayer costs. In ... Read more

    PHP2,342.19

  • Handbook of Statistical Analysis and Data Mining Applications

    by Robert Nisbet, Gary D. Miner, John Elder ...
    The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of ... Read more

    PHP4,655.89

  • Machine Learning

    An Algorithmic Perspective, Second Edition

    by Stephen Marsland ...
    Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
    A Proven, Hands-On Approach for Students without a Strong Statistical FoundationSince the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning algorithms. Unfortunately, computer science students ... Read more

    PHP6,469.85

  • Python for Probability, Statistics, and Machine Learning

    by José Unpingco ...
    Series series Engineering (R0)
    This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes ... Read more

    PHP6,856.39

  • R and Data Mining

    Examples and Case Studies

    by Yanchang Zhao ...
    R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as ... Read more

    PHP4,233.69

  • RapidMiner

    Data Mining Use Cases and Business Analytics Applications

    Edited by Markus Hofmann, Ralf Klinkenberg ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today's world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making and forecasting, and ultimately the solution of incre ... Read more

    PHP7,344.24

  • Statistical and Machine-Learning Data Mining:

    Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition

    by Bruce Ratner ...
    Interest in predictive analytics of big data has grown exponentially in the four years since the publication of Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition. In the third edition of this bestseller, the author has completely revised, reorganized, and repositioned the original chapters and produced 13 new chapters ... Read more

    PHP3,963.29

  • Big and Complex Data Analysis

    Methodologies and Applications

    Edited by S. Ejaz Ahmed ...
    Series series Mathematics and Statistics (R0)
    This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contributions showcase recent advances in variable selection, estimation and prediction strategies for a host of useful models, as well as essential new developments in the field.The continued and rapid advancement of modern technology now ... Read more

    PHP5,609.69

  • Data Mining and Predictive Analysis

    Intelligence Gathering and Crime Analysis

    by Colleen McCue ...
    Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis, 2nd Edition, describes clearly and simply how crime clusters and other intelligence can be used to deploy security resources most effectively. Rather than being reactive, security agencies can anticipate and prevent crime through the appropriate application of data mining and the use of standard computer programs. Data ... Read more

    PHP4,287.69

  • Understanding Sponsored Search

    Core Elements of Keyword Advertising

    by Jim Jansen ...
    This book addresses the underlying foundational elements, both theoretical and methodological, of sponsored search. As such, the contents are less affected by the ever-changing implementation aspects of technology. Rather than focusing on the how, this book examines what causes the how. Why do certain keywords work, while others do not? Why does that ad work well, when others that are similar do ... Read more

    PHP3,202.59