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Database Management

  • Beyond Basic Statisticsby Kristin H. Jarman

    Wiley 2015; US$ 59.95

    This book focuses on the more subjective side of statistics - the art of data analysis.  Using a handful of fun examples, each chapter asks a single question, illustrating the different ways that questions can be answered with techniques taught in any introductory statistics course.  This book introduces topics as a way to answer specific... more...

  • Machine Learning in Pythonby Michael Bowles

    Wiley 2015; US$ 50.00

    Learn a simpler and more effective way to analyze data and predict outcomes with Python Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide... more...

  • Knowledge Discovery Process and Methods to Enhance Organizational Performanceby Kweku-Muata Osei-Bryson; Corlane Barclay

    CRC Press 2015; US$ 119.95

    This book offers insights into the scope of data mining initiatives, including their socio-economic and legal implications to stakeholders, organizations, and society. There is a current paucity of literature with emphasis on developing countries or relatable cases with relevance to their specific contexts. Most current publications focus on technical... more...

  • Statistical Reinforcement Learningby Masashi Sugiyama

    CRC Press 2015; US$ 89.95

    Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic reward signals with its past actions. With numerous successful applications in business intelligence, plant control, and gaming, the RL framework is ideal for decision making in unknown environments with large amounts... more...

  • CMDB Systemsby Dennis Drogseth; Rick Sturm; Dan Twing

    Elsevier Science 2015; US$ 49.95

    more...

  • Data Science in Rby Deborah Nolan; Duncan Temple Lang

    Taylor and Francis 2015; US$ 79.95

    This book presents case studies in statistical computing for data analysis. Each case study addresses a statistical application with a focus on comparing different computational approaches and explaining the reasoning behind them. The case studies can serve as material for instructors teaching courses in statistical computing and applied statistics.... more...

  • Data Mining and Predictive Analyticsby Daniel T. Larose; Chantal D. Larose

    Wiley 2015; US$ 140.00

    Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified ?white box? approach to data mining methods... more...

  • Repurposing Legacy Databy Jules J. Berman

    Elsevier Science 2015; US$ 49.95

    Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data?data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes... more...

  • Field Guide to Hadoopby Kevin Sitto; Marshall Presser

    O'Reilly Media 2015; US$ 33.99

    If your organization is about to enter the world of big data, you not only need to decide whether Apache Hadoop is the right platform to use, but also which of its many components are best suited to your task. This field guide makes the exercise manageable by breaking down the Hadoop ecosystem into short, digestible sections. You?ll quickly understand... more...