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Course Outline
Introduction to R Markdown
- Overview of R Markdown and its key benefits
- Installation and configuration within RStudio
- Understanding the fundamental structure of R Markdown documents
Working with Code Chunks
- Creating and refining code chunks
- Managing output and chunk behavior
- Incorporating plots, tables, and inline R code
Text Formatting and Markdown Syntax
- Applying headings, lists, links, and emphasis
- Integrating tables and images
- Utilizing LaTeX for mathematical notation
Output Formats and Rendering
- Generating HTML, PDF, and Word documents
- Controlling output via YAML headers
- Navigating the knitting process and resolving common errors
Advanced Document Features
- Implementing parameterized reports
- Developing conditional content and interactive documents
- Reusing content through child documents
Customization and Styling
- Applying themes and templates
- Designing custom styles with CSS and LaTeX
- Adding title pages, tables of contents, and cross-references
Publishing and Collaboration
- Distributing R Markdown content via Rpubs, GitHub, or websites
- Managing document collaboration and version control
- Adopting best practices for reproducible reporting
Summary and Next Steps
Requirements
- A solid grasp of basic R syntax and core functions
- Comfort with the RStudio development environment
- A general understanding of data analysis workflows
Target Audience
- Data analysts and data scientists
- Researchers and academic professionals
- Report writers and documentation specialists working with R
14 Hours
Testimonials (3)
a multitude of points
Joanna - Instytut Ekonomiki Rolnictwa i Gospodarki Zywnosciowej-PIB
Course - Statistical Analysis with Stata and R
knowledge of the trainer, tailor based, all topics covered
eleni - EUAA
Course - Forecasting with R
The real life applications using Statcan and CER as examples.