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Course Outline
Introduction to R Markdown
- Overview of R Markdown and its benefits
- Installation and configuration within RStudio
- Understanding the basic structure of R Markdown documents
Managing Code Chunks
- Creating and customizing code chunks
- Controlling output display and chunk behavior
- Integrating plots, tables, and inline R code
Text Formatting and Markdown Syntax
- Applying headings, lists, links, and emphasis
- Incorporating tables and images
- Using LaTeX for mathematical notation
Output Formats and Rendering
- Rendering documents to HTML, PDF, and Word
- Utilizing YAML headers to manage output parameters
- Navigating the knit process and resolving common errors
Advanced Document Capabilities
- Implementing parameterized reports
- Building conditional content and interactive documents
- Reusing content via child documents
Customization and Styling
- Applying themes and templates
- Defining custom styles using CSS and LaTeX
- Adding title pages, table of contents, and cross-references
Publishing and Collaboration
- Sharing R Markdown projects via Rpubs, GitHub, or corporate websites
- Collaborative workflows and version control strategies
- Best practices for ensuring reproducible reporting
Conclusion and Future Directions
Requirements
- Foundational knowledge of R syntax and core functions
- Experience with the RStudio environment
- General understanding of data analysis processes
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.