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 websites from collections of Quarto documents

Pandoc is a versatile tool that can convert documents between many different formats, including Markdown, HTML, LaTeX, and PDF. It can be used to convert a collection of Markdown documents into a static website. The basic workflow is to write the content in Markdown files, use Pandoc to convert the Markdown files to HTML files, and then serve the HTML files using a web server. Quarto enables this workflow by providing style templates, a series of extra markup, and rendering configurations that simplify the render through Pandoc.

The produced website can be hosted like any other. Of particular, but perhaps not obvious, utility for bioinformaticians is GitHub, which can be used as a hosting platform for the static website. GitHub allows users to create a repository to store the rendered sites, and then use GitHub Pages to host the static website. GitHub Pages is a free service that can host static websites that are built from...