R Markdown

An incredibly useful set of tools to generate data content at scale. It is primary associated with R coding, but is increasingly adding Python functionality as well. With it you can create data-driven content files in a variety of formats including html, pdf, word, and powerpoint.

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Online Textbooks

Authoring Books and Technical Documents with R Markdown

This short book introduces an R package, bookdown, to change your workflow of writing books. It should be technically easy to write a book, visually …

By Yihui Xie

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Online Learning

Creating Reports and Presentations with R Markdown and RStudio

Transform the findings from your data science projects into high-quality reports and presentations. Learn how to create interactive web experiences a…

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Online Learning

Reporting with R Markdown

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

By Amy Peterson

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Online Textbooks

R Markdown Cookbook

R Markdown is a powerful tool for combining analysis and reporting into the same document. Since the birth of the rmarkdown package (Allaire, Xie, Mc…

By Yihui Xie, Christophe Dervieux, and Emily Riederer

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Online Textbooks

R Markdown: The Definitive Guide

In a nutshell, R Markdown stands on the shoulders of knitr and Pandoc. The former executes the computer code embedded in Markdown, and converts R Mar…

By Yihui Xie, J. J. Allaire, and Garrett Grolemund

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Online Textbooks

Happy Git and GitHub for the useR

Happy Git provides opinionated instructions on how to: Install Git and get it working smoothly with GitHub, in the shell and in the RStudio IDE. D…

By Jennifer Bryan

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Online Learning

Johns Hopkins University

The Data Scientist’s Toolbox

In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, qu…

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Online Learning

Tools for Data Science

What are some of the most popular data science tools, how do you use them, and what are their features? In this course, you'll learn about Jupyter No…