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Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners

Author(s) Name:  Jared Dean

About the Book:

   The book is a complete resource for technology and marketing executives looking to cut through the hype and produce real results that hit the bottom line. Providing an engaging, thorough overview of the current state of big data analytics and the growing trend toward high performance computing architectures, the book is a detail-driven look into how big data analytics can be leveraged to foster positive change and drive efficiency.
   Big Data, Data Mining, and Machine Learning provides technology and marketing executives with the complete resource that has been notably absent from the veritable libraries of published books on the topic. Take control of your organization-s big data analytics to produce real results with a resource that is comprehensive in scope and light on hyperbole.

Table of Contents

  • The Computing Environment
  • Hardware
  • Distributed Systems
  • Analytical Tools
  • Turning Data into Business Value
  • Predictive Modeling
  • Common Predictive Modeling Techniques
  • Segmentation
  • Incremental Response Modeling
  • Time Series Data Mining
  • Recommendation Systems
  • Text Analytics
  • ISBN:  9781118618042

    Publisher:  John Wiley & Sons

    Year of Publication:  2014

    Book Link:  Home Page Url