Data Science and Big Data Analytics
eBook - PDF

Data Science and Big Data Analytics

Discovering, Analyzing, Visualizing and Presenting Data

,
  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Data Science and Big Data Analytics

Discovering, Analyzing, Visualizing and Presenting Data

,
Book details
Table of contents
Citations

About This Book

Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software.

This book will help you:

  • Become a contributor on a data science team
  • Deploy a structured lifecycle approach to data analytics problems
  • Apply appropriate analytic techniques and tools to analyzing big data
  • Learn how to tell a compelling story with data to drive business action
  • Prepare for EMC Proven Professional Data Science Certification

Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!

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Information

Publisher
Wiley
Year
2014
ISBN
9781118876220
Edition
1
Topic
Computer Science
Subtopic
Data Mining
Index
Computer Science

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Contents
  5. Introduction
  6. Chapter 1 Introduction to Big Data Analytics
  7. Chapter 2 Data Analytics Lifecycle
  8. Chapter 3 Review of Basic Data Analytic Methods Using R
  9. Chapter 4 Advanced Analytical Theory and Methods: Clustering
  10. Chapter 5 Advanced Analytical Theory and Methods: Association Rules
  11. Chapter 6 Advanced Analytical Theory and Methods: Regression
  12. Chapter 7 Advanced Analytical Theory and Methods: Classification
  13. Chapter 8 Advanced Analytical Theory and Methods: Time Series Analysis
  14. Chapter 9 Advanced Analytical Theory and Methods: Text Analysis
  15. Chapter 10 Advanced Analytics—Technology and Tools: MapReduce and Hadoop
  16. Chapter 11 Advanced Analytics—Technology and Tools: In-Database Analytics
  17. Chapter 12 The Endgame, or Putting It All Together
  18. Index
  19. Advert
  20. EULA