Using workshop INT214 Statistics for Information Technology
- Install R from https://cran.rstudio.com/
- Download RStudio Desktop from https://rstudio.com/products/rstudio/download/#download
| Class R | Topics | Instruction Files |
|---|---|---|
| Class 1 | Introduction + Setting up R | 01-Intro-R |
| Class 2 | Basic R + Statistics | 02-Basic-R |
| Class 3 | Explore Data Part I | 03-Explore-01 |
| Class 4 | Explore Data Part II | 04-Explore-02 |
| Class 5 | Data Transformation + Data Cleaning | 05-Cleaning |
| Class 5 | Workshop I | 06-Workshop |
| Class 6 | Data Visualization | 07-DataViz |
| Class 7 | Hypothesis Testing for A/B Testing | |
| Class 8 | Regression | |
| Class 9 | Workshop II |
- Summary R Command
- View All Slides
- View Dataset Materials
- View Materials in class + Key Assignments
- View All Assignment
- Sample R Document by using Rmd file (View output here)
- Term Project Details: int214-project
- Github Organization: INT214 Statistics 2021
- Sample Project: 000-INT214Survey
- https://www.statmethods.net/index.html
- https://www.tutorialspoint.com/r
- https://github.com/andrewgbruce/statistics-for-data-scientists
- https://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf
- https://www.rstudio.com/resources/cheatsheets/
- https://www.tidyverse.org/
- https://clauswilke.com/dataviz/