Statistics with R

  1. Reproducible Research
    1. Principles of Reproducible Research
      1. Importance of Reproducibility
        1. Documentation
          1. Version Control
            1. Data Management
            2. R Markdown Basics
              1. Markdown Syntax
                1. Document Structure
                  1. YAML Headers
                  2. R Code Integration
                    1. Code Chunks
                      1. Chunk Options
                        1. Inline Code
                          1. Code Evaluation Control
                          2. Output Formats
                            1. HTML Documents
                              1. PDF Documents
                                1. Word Documents
                                  1. Presentations
                                  2. Advanced R Markdown
                                    1. Parameterized Reports
                                      1. Templates
                                        1. Custom Formats
                                          1. Interactive Documents
                                          2. Project Organization
                                            1. Directory Structure
                                              1. File Naming
                                                1. Data Organization
                                                  1. Script Organization

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                                                27. Introduction to Machine Learning

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                                                29. Statistical Computing Best Practices