Book Image

R Bioinformatics Cookbook - Second Edition

By : Dan MacLean
Book Image

R Bioinformatics Cookbook - Second Edition

By: Dan MacLean

Overview of this book

The updated second edition of R Bioinformatics Cookbook takes a recipe-based approach to show you how to conduct practical research and analysis in computational biology with R. You’ll learn how to create a useful and modular R working environment, along with loading, cleaning, and analyzing data using the most up-to-date Bioconductor, ggplot2, and tidyverse tools. This book will walk you through the Bioconductor tools necessary for you to understand and carry out protocols in RNA-seq and ChIP-seq, phylogenetics, genomics, gene search, gene annotation, statistical analysis, and sequence analysis. As you advance, you'll find out how to use Quarto to create data-rich reports, presentations, and websites, as well as get a clear understanding of how machine learning techniques can be applied in the bioinformatics domain. The concluding chapters will help you develop proficiency in key skills, such as gene annotation analysis and functional programming in purrr and base R. Finally, you'll discover how to use the latest AI tools, including ChatGPT, to generate, edit, and understand R code and draft workflows for complex analyses. By the end of this book, you'll have gained a solid understanding of the skills and techniques needed to become a bioinformatics specialist and efficiently work with large and complex bioinformatics datasets.
Table of Contents (16 chapters)

Creating data-rich presentations from code

Presenting data to audiences of other scientists is a key task; it is vital for us to be able to understand and discuss our results and methods. Creating slides that assist our presentations is usually a manual task that requires the insertion of figures and methods into documents and is one that can consume a lot of a researcher’s time. Various presentation formats exist. Microsoft Office PowerPoint is one of the most commonly used presentation tools. It is a user-friendly GUI program and provides a wide variety of templates, animations, transitions, and multimedia features. However, it requires a lot of manual editing. Conversely, Beamer is a LaTeX-based presentation system used for academic and scientific presentations. It’s a powerful tool and especially useful for presentations that include mathematical equations, formulas, and algorithms. However, Beamer requires some knowledge of LaTeX, which can make it less accessible...