tz33cu/Data-Science-with-R

This repository contains some of my codes and notebooks for teaching Data Science using R.

Data-Science-with-R

This repository is to store some of my experiments in DS using R.

Tutorials

• Tutorial 0: Get started with R by completing Try R from Code School.
• Tutorial 1: Introduction to R. (R notebook).
• Tutoral 1b: Exploring MLB salaries. (R notebook).
• Tutorial 2: Analizing associations. (R notebook).
• Tutorial 2b: Regression analysis. (R notebook).
• Tutorial 6a: A simple tutorial [rmd file] to get started [An example Shiny app]
• Tutorial 6b: A flex dashboard example [html output]
• Tutorial 7: a shiny app demo of gradient boosting machine (GBM) [codes]

Visualization

• Example 1: animated plot using the R animation package (saveGIF).
• Example 2: circulized visualization using the R circlize package.
• Example 3: Re-vision Minard's plot using Rgooglemaps.