Book Image

R Programming By Example

By : Omar Trejo Navarro
Book Image

R Programming By Example

By: Omar Trejo Navarro

Overview of this book

R is a high-level statistical language and is widely used among statisticians and data miners to develop analytical applications. Often, data analysis people with great analytical skills lack solid programming knowledge and are unfamiliar with the correct ways to use R. Based on the version 3.4, this book will help you develop strong fundamentals when working with R by taking you through a series of full representative examples, giving you a holistic view of R. We begin with the basic installation and configuration of the R environment. As you progress through the exercises, you'll become thoroughly acquainted with R's features and its packages. With this book, you will learn about the basic concepts of R programming, work efficiently with graphs, create publication-ready and interactive 3D graphs, and gain a better understanding of the data at hand. The detailed step-by-step instructions will enable you to get a clean set of data, produce good visualizations, and create reports for the results. It also teaches you various methods to perform code profiling and performance enhancement with good programming practices, delegation, and parallelization. By the end of this book, you will know how to efficiently work with data, create quality visualizations and reports, and develop code that is modular, expressive, and maintainable.
Table of Contents (12 chapters)

The cryptocurrencies example

A cryptocurrency is a digital currency designed to work as a medium of exchange. Cryptocurrencies use cryptography to secure and verify transactions, as well as to control the creation of new units. Simply put, cryptocurrencies are entries in a public and distributed database that can only be changed by algorithmic consensus, and they remove the need for trusted third-parties for transaction handling and currency emission. The concept closely resembles peer-to-peer networks for file sharing, with an algorithmic monetary policy on top. If you want to learn more about cryptocurrencies, you should definitely look at videos starring Andreas Antonopoulos. He can make very complex concepts very easy to understand. You may also want to read his recollection of conferences in his book, The Internet of Money, by Merkle Bloom LLC, 2016.

Cryptocurrencies are...