Mastering Data Analysis with R by Gergely Daróczi

Mastering Data Analysis with R

byGergely Daróczi

Kobo ebook | September 30, 2015

Pricing and Purchase Info

$46.89 online 
$58.61 list price save 19%

Prices and offers may vary in store

Available for download

Not available in stores

about

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

About This Book

  • Handle your data with precision and care for optimal business intelligence
  • Restructure and transform your data to inform decision-making
  • Packed with practical advice and tips to help you get to grips with data mining

Who This Book Is For

If you are a data scientist or R developer who wants to explore and optimize your use of R’s advanced features and tools, this is the book for you. A basic knowledge of R is required, along with an understanding of database logic.

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

In Detail

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.

Style and approach

Covering the essential tasks and skills within data science, Mastering Data Analysis provides you with solutions to the challenges of data science. Each section gives you a theoretical overview before demonstrating how to put the theory to work with real-world use cases and hands-on examples.

Title:Mastering Data Analysis with RFormat:Kobo ebookPublished:September 30, 2015Publisher:Packt PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:1783982039

ISBN - 13:9781783982035

Look for similar items by category:

Reviews