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Course Outline

Introduction to R Markdown

  • Overview of R Markdown and its benefits
  • Setup: Installing and configuring R Markdown within RStudio
  • Anatomy of an R Markdown document

Managing Code Chunks

  • Creation and customization of code chunks
  • Regulating output display and chunk execution behavior
  • Incorporating plots, tables, and inline R code

Text Formatting and Markdown Syntax

  • Structuring content with headings, lists, links, and emphasis
  • Integrating tables and images
  • Applying mathematical notation via LaTeX

Output Formats and Rendering

  • Generating HTML, PDF, and Word documents
  • Utilizing YAML headers to manage output parameters
  • Navigating the knitting process and resolving common errors

Advanced Document Capabilities

  • Implementing parameterized reports
  • Developing conditional content and interactive documents
  • Reusing content through child documents

Customization and Styling

  • Applying pre-defined themes and templates
  • Designing custom styles with CSS and LaTeX
  • Enhancing structure with title pages, table of contents, and cross-references

Publishing and Collaboration

  • Distributing R Markdown documents via Rpubs, GitHub, or custom websites
  • Collaborating on documents using version control systems
  • Adopting best practices for reproducible reporting

Wrap-Up and Future Directions

Requirements

  • Proficiency in basic R syntax and core functions
  • Comfort with the RStudio development environment
  • Foundational knowledge of data analysis workflows

Target Audience

  • Data analysts and data scientists
  • Researchers and academic professionals
  • Report writers and documentation specialists utilizing R
 14 Hours

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