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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.