R and Shiny for Web Application Development

  1. Debugging and Optimization
    1. Debugging Techniques
      1. Using browser()
        1. Using debug()
          1. Printing Values to the Console
            1. Using traceback()
              1. The reactlog Package for Visualizing Reactivity
              2. Profiling and Performance
                1. Identifying Performance Bottlenecks
                  1. The profvis Package
                    1. Measuring App Responsiveness
                      1. Caching Outputs
                        1. Using bindCache()
                        2. Optimizing Data Processing
                          1. Reducing UI Latency

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                        7. Advanced Shiny Development

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                        9. Deploying and Sharing Shiny Applications