Mastering Data Analysis with R

Gain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualization

Mastering Data Analysis with R

Gergely Daróczi

10 customer reviews
Gain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualization
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Book Details

ISBN 139781783982028
Paperback396 pages

Book Description

R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently.

This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage.

Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. You will then discover how to optimize your use of machine learning algorithms for classification and recommendation systems beside the traditional and more recent statistical methods.

Table of Contents

Chapter 6: Beyond the Linear Trend Line (authored by Renata Nemeth and Gergely Toth)

What You Will Learn

  • Connect to and load data from R’s range of powerful databases
  • Successfully fetch and parse structured and unstructured data
  • Transform and restructure your data with efficient R packages
  • Define and build complex statistical models with glm
  • Develop and train machine learning algorithms
  • Visualize social networks and graph data
  • Deploy supervised and unsupervised classification algorithms
  • Discover how to visualize spatial data with R

Authors

Table of Contents

Chapter 6: Beyond the Linear Trend Line (authored by Renata Nemeth and Gergely Toth)

Book Details

ISBN 139781783982028
Paperback396 pages
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