DataScienceApps

Interactive web-based learning applications for data science courses. The apps illustrate fundamental statistics concepts through dynamic visualizations for undergraduate coursework at UC Santa Barbara.

Be sure to install the following R packages shinydashboard, shinydashboardPlus, Stat2Data

install.packages('shiny')
install.packages('shinydashboard')
install.packages('shinydashboardPlus')
install.packages('Stat2Data')

Confidence Intervals App

Source code: here

Run:

library(shiny)
runGitHub("DataScienceApps", "javzapata", subdir = "Confidence Intervals//")

Hypothesis Testing App

Source code: here

Run:

library(shiny)
runGitHub("DataScienceApps", "javzapata", subdir = "Hypothesis Testing//")

Law of Large Numbers App

Source code: here

Run:

library(shiny)
runGitHub("DataScienceApps", "javzapata", subdir = "LLN//")

Real Life Gaussian Data

Source code: here

Run:

library(shiny)
runGitHub("DataScienceApps", "javzapata", subdir = "Real Life Gaussian Data//")

Regression App

Source code: here

Run:

library(shiny)
runGitHub("DataScienceApps", "javzapata", subdir = "Regression//")