Creating Reports and Presentations with R Markdown and RStudio
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 2h 40m | 443 MB
Instructor: Charlie Joey Hadley
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 2h 40m | 443 MB
Instructor: Charlie Joey Hadley
The pinnacle of a data science project is often the presentation of your findings. Data science is, after all, about deriving insights from data and then sharing those insights with others. This course shows how to design high-quality reports and presentations, including interactive web experiences and printable PDFs, using R Markdown and RStudio, the authoring framework designed specifically for data science.
Instructor Charlie Hadley starts with an overview of the PDF and HTML reporting options. She then shows how to include R code in your documents and add visual interest with slides, charts, images, and tables. Plus, learn how to customize the styles in your document, override markdown, and insert prebuilt data visualizations with htmlwidgets. Last but not least, Charlie explains how to publish your R Markdown documents for sharing and distribution.
Learning objectives
- What is R Markdown?
- Writing PDF and HTML reports
- Writing HTML presentations
- Setting up LaTeX and BibTeX
- Including R code in R Markdown documents
- Formatting text
- Including code from script files
- Creating slides
- Using ggplot2 charts
- Inserting images and tables
- Creating captions with bookdown
- Customizing styles
- Overriding markdown
- Using htmlwidgets
- Publishing R Markdown HTML