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Data Mining

  • 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...

  • 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...

  • 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...

  • 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...

  • Apache Hive Essentialsby Dayong Du

    Packt Publishing 2015; US$ 23.99

    If you are a data analyst, developer, or simply someone who wants to use Hive to explore and analyze data in Hadoop, this is the book for you. Whether you are new to big data or an expert, with this book, you will be able to master both the basic and the advanced features of Hive. Since Hive is an SQL-like language, some previous experience with the... more...

  • Learning Apache Mahout Classificationby Ashish Gupta

    Packt Publishing 2015; US$ 17.99

    If you are a data scientist who has some experience with the Hadoop ecosystem and machine learning methods and want to try out classification on large datasets using Mahout, this book is ideal for you. Knowledge of Java is essential. more...

  • PostgreSQL Server Programmingby Usama Dar; Hannu Krosing; Jim Mlodgenski; Kirk Roybal

    Packt Publishing 2015; US$ 29.99

    This book is for moderate to advanced PostgreSQL database professionals who wish to extend PostgreSQL, utilizing the most updated features of PostgreSQL 9.4. For a better understanding of this book, familiarity with writing SQL, a basic idea of query tuning, and some coding experience in your preferred language is expected. more...

  • Statistics for Big Data For Dummiesby Alan Anderson

    Wiley 2015; US$ 18.39

    The fast and easy way to make sense of statistics for big data Does the subject of data analysis make you dizzy? You've come to the right place! Statistics For Big Data For Dummies breaks this often-overwhelming subject down into easily digestible parts, offering new and aspiring data analysts the foundation they need to be successful in the field.... more...