Beginning Data Science with R

• Main Author: Pathak, Manas A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Subjects: Engineering.; Statistics.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Statistics and Computing/Statistics Programs.; Signal, Image and Speech Processing.

“Data Science with R” deals with implementing many useful data analysis methodologies with the R programming language. The target audience for this book is non-R programmers and non-statisticians. The book will cover all the necessary concepts from the basics to state-of-the-art technologies like wo...

Table of Contents:

• Introduction
• Overview of the R Programming Language
• Getting Data into R
• Data Visualization
• Exploratory Data Analysis
• Regression
• Classification
• Text Mining.  .