R Source Codes for Tutorial

Download

Source Codes for Tutorial

Disclaimer: The source codes are provided as they are. For the purpose of education, you may distribute these source codes without my permission.
Title Description src markdown Note
Workshop 1 an introduction to R Programming with application in Engineering Economy and Finance (instruction) WH01.Rmd

required data

thYeild-20130401.csv

Workshop 2 a brief review of important Mathmatics Concept (instruction) WH02.Rmd
Workshop 3 an introduction to R Programming for Unconstrainted Optimization (instruction) WH03.Rmd

required code

steepestDescent.R

newtonMethod.R

Workshop 4 a brief reviews of Descriptive Statistic, Data Exploration, and Data Vistualization (instruction) WH04.Rmd

required data

examMarked.csv

Workshop 5 advance Data Exploration, and an induction of Classification task (instruction) WH05.Rmd

required data

cheatEx.csv

Workshop 6 an introduction of Prediction tasks: Time Series and Regression (instruction)

WH06.Rmd

required data

salaries.xlsx

selfReport.csv

height.csv

award.csv

Workshop 7 an introudciton of Clutering and Dimension Reduction (instruction) WH07.Rmd
Workshop 8 an introduction of Association (instruction) WH08.Rmd
Workshop 9 miscellaneous topics for the practical programming application in R (instruction)

required data

air.csv

note: activation of shinny required for using App

Shinny Cloud (app.R)

forecastApp

note: revision and path setting required for using DOS GUI batch (fgui.R)

runRScript

------- Other Useful Tutorial (in Thai) -------

R tutorial a quick and brief introduction of R Programming (in Thai)
Eng Econ an application of R Programming for Engineering Economy (in Thai)

Data mining a simple introduction of data maining using iris (in Thai)


Note

Copyright © 2020 Oran Kittithreerapronchai. All Rights Reserved.

Last modified 2022-10-31