R Programming

  1. Setting Up the R Environment
    1. Installing R
      1. System Requirements
        1. Downloading R from CRAN
          1. Choosing the Right Version
            1. Windows Installation
              1. Step-by-step Installation Process
                1. Installation Options
                  1. Setting Environment Variables
                    1. Verifying Installation
                    2. macOS Installation
                      1. Step-by-step Installation Process
                        1. Dealing with Security Settings
                          1. Command Line Tools Requirements
                            1. Verifying Installation
                            2. Linux Installation
                              1. Ubuntu/Debian Installation
                                1. CentOS/RHEL Installation
                                  1. Using Package Managers
                                    1. Compiling from Source
                                      1. Managing Dependencies
                                    2. Installing RStudio IDE
                                      1. RStudio Desktop vs. Server
                                        1. Downloading and Installing RStudio Desktop
                                          1. System Requirements
                                            1. Installation Process
                                              1. Updating RStudio
                                                1. Alternative IDEs
                                                  1. Visual Studio Code with R Extension
                                                    1. Emacs with ESS
                                                      1. Vim with R Plugin
                                                    2. RStudio Interface Overview
                                                      1. Console Pane
                                                        1. Command Execution
                                                          1. Output Display
                                                            1. Console Options
                                                            2. Source Editor Pane
                                                              1. Script Editing Features
                                                                1. Syntax Highlighting
                                                                  1. Code Completion
                                                                    1. Code Folding
                                                                    2. Environment/History Pane
                                                                      1. Environment Tab
                                                                        1. History Tab
                                                                          1. Connections Tab
                                                                            1. Tutorial Tab
                                                                            2. Files/Plots/Packages/Help Pane
                                                                              1. Files Tab Navigation
                                                                                1. Plots Tab Features
                                                                                  1. Packages Tab Management
                                                                                    1. Help Tab Usage
                                                                                      1. Viewer Tab
                                                                                    2. Configuring the Working Directory
                                                                                      1. Understanding Working Directory Concept
                                                                                        1. Checking Current Directory
                                                                                          1. Setting Working Directory
                                                                                            1. Best Practices for Directory Management
                                                                                              1. Relative vs. Absolute Paths
                                                                                              2. RStudio Projects
                                                                                                1. Benefits of Using Projects
                                                                                                  1. Creating New Projects
                                                                                                    1. Project Types
                                                                                                      1. Project Directory Structure
                                                                                                        1. Managing Multiple Projects
                                                                                                          1. Project Options and Settings
                                                                                                            1. Version Control Integration

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                                                                                                          3. R Fundamentals