Book Image

Learning R Programming

By : Kun Ren
Book Image

Learning R Programming

By: Kun Ren

Overview of this book

R is a high-level functional language and one of the must-know tools for data science and statistics. Powerful but complex, R can be challenging for beginners and those unfamiliar with its unique behaviors. Learning R Programming is the solution - an easy and practical way to learn R and develop a broad and consistent understanding of the language. Through hands-on examples you'll discover powerful R tools, and R best practices that will give you a deeper understanding of working with data. You'll get to grips with R's data structures and data processing techniques, as well as the most popular R packages to boost your productivity from the offset. Start with the basics of R, then dive deep into the programming techniques and paradigms to make your R code excel. Advance quickly to a deeper understanding of R's behavior as you learn common tasks including data analysis, databases, web scraping, high performance computing, and writing documents. By the end of the book, you'll be a confident R programmer adept at solving problems with the right techniques.
Table of Contents (21 chapters)
Learning R Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface

Writing R Markdown documents


The work of data analysts is more than putting data into models and drawing some conclusions. We usually need to go through a complete workflow from data collecting, to data cleaning, visualization, modeling, and finally writing a report or making a presentation.

In the previous chapters, we improved our productivity by learning the R programming language from different aspects. In this chapter, we will further boost our productivity by focusing on the final step: reporting and presentation. In the following sections, we'll learn a very simple language to write documents: markdown.

Getting to know markdown

Throughout this book, we have already learned a bunch of languages. These languages are very different and may confuse beginners. But if you keep in mind their purposes, it won't be hard to use them together. Before learning markdown, we'll take a quick review of the languages we learned in the previous chapters.

The first is, of course, the R programming language...