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R Programming Fundamentals

R Programming Fundamentals

By : Kaelen Medeiros
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R Programming Fundamentals

R Programming Fundamentals

3 (1)
By: Kaelen Medeiros

Overview of this book

R Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by understanding how to set up R and RStudio, followed by exploring R packages, functions, data structures, control flow, and loops. Once you have grasped the basics, you’ll move on to studying data visualization and graphics. You’ll learn how to build statistical and advanced plots using the powerful ggplot2 library. In addition to this, you’ll discover data management concepts such as factoring, pivoting, aggregating, merging, and dealing with missing values. By the end of this book, you’ll have completed an entire data science project of your own for your portfolio or blog.
Table of Contents (6 chapters)
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Preface

Demand for data scientists is growing exponentially and demand in the US is expected to increase by 28 percent by the year 2020, with this trend reflected across the world. R is a tool often used by data scientists to clean, examine, analyze, and report on data. It is a great starting point for those familiar with analysis in Excel or MS SQL and is an excellent place to begin to learn programming fundamentals.

This book begins by addressing the setup of R and RStudio on the machine and progresses from there, demonstrating how to import datasets, clean them, and explore their contents. It balances theory and exercises, and contains multiple open-ended activities that use real-life business scenarios for you to practice and apply your newly acquired skills in a highly relevant context. We have included over 50 practical activities and exercises across 11 topics, along with a mini project that will allow you to begin your data science project portfolio. With this book, we have created a definitive guide to beginning data science in R.

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