finelybook
R Programming: An Approach to Data Analytics
Authors: G Sudhamathy - C Jothi Venkateswaran
ISBN-10 书号: 8180944085
ISBN-13 书号: 9788180944086
Publisher Finelybook 出版日期: 2019-05-27
pages 页数: 383 pages
Book Description
Huge volumes of data are being generated by many sources like commercial enterprises,scientific domains and general public daily. According to a recent research,data production will be 44 times greater in 2020 than it was in 2010. Data being a vital resource for business organizations and other domains like education,health,manufacturing etc.,its management and analysis is becoming increasingly important. This data,due to its volume,variety and velocity,often referred to as Big Data,also includes highly unstructured data in the form of textual documents,web pages,graphical information and social media comments. Since Big Data is characterised by massive sample sizes,high dimensionality and intrinsic heterogeneity,traditional approaches to data management,visualisation and analytics are no longer satisfactorily applicable. There is therefore an urgent need for newer tools,better frameworks and workable methodologies for such data to be appropriately categorised,logically segmented,efficiently analysed and securely managed. This requirement has resulted in an emerging new discipline of Data Science that is now gaining much attention with researchers and practitioners in the field of Data Analytics.
Contents
Chapter 1 Basics of R 1
Chapter 2 Data Types in R 27
Chapter 3 Data Preparation 83
Chapter 4 Graphics using R 117
Chapter 5 Statistical Analysis Using R 141
Chapter 6 Data Mining Using R 177
Chapter 7 Case Studies 233
Glossary 299
Packages Used 309
Functions Used 313
References 359
Books 359
Websites 359
Index 361
