In this repository, I have uploaded and adapted R code in order to demonstrate some ways of Doing Data Science. I have adapted my original R scripts to create R Markdown files which explicitly document files as though I were teaching. Activities range from very basic Introductions to complex topics like Financial Modeling. I will release new code as I create it, usually the week after assigning the relevant homework.
You should use RStudio to view things like the .RMD file, but I do my best to keep the .md with relevant pictures, so you can view all output on GitHub, without having to clone things yourself. This is a work in progress!
I plan on having one folder for each semester that I have created material. Below is a basic representation of the file structure, starting with the Root Directory.
SMUDoingDataScience (root)
- [Semester][Year]: (i.e., Fall2017): the Demos
- Unit1
- Demo.Rmd
- Demo.md
- Demo.html
- Unit2
- Demo2.Rmd
- Demo2.md
- Demo2.html
- ...
- UnitN
- DemoN.Rmd
- DemoN.md
- DemoN.html
- Readme.md - Topics for each unit
- Unit1
- data: the data sets called for the Demo activities
- data.csv
- ...
- Readme.md
I am more than happy to provide help with understanding or updating this code. I will be hopefully creating a new folder each semester. Keep in mind that prior semesters may be different in terms of material from a current semester. I must ask not to use these materials in an academically dishonest manner. If there is ever a proprietary or otherwise problematic data set, I will flag it as such. This GitHub is meant to be used for instructional, educational uses only.
You're welcome to contact me at tptibbett@gmail.com if you have questions. Thanks!