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
| Week | Topics | Instruction Files |
|---|---|---|
| Week 1 | Introduction + Setting up R Studio Desktop | 01-Intro-R |
| Week 2 | Basic R + Statistics | 02-Basic-R |
| Week 3 | Explore Data Part I | 03-Explore-01 |
| Week 4 | Explore Data Part II | 04-Explore-02 |
| Week 5 | Data Cleaing | |
| Week 6 | Fundamental of Data Visualization with ggplot | |
| Week 7 | Workshop I | |
| Week 9 | Data Visualization with BI Tools Part 1 | |
| Week 10 | Data Visualization with BI Tools Part 2 | |
| Week 11 | Hypothesis Testing for A/B Testing | |
| Week 12 | Workshop II | |
| Week 13 | Regression | |
| Week 14 | Extra: Time Series Analysis |
- View All Slides
- View Dataset Materials
- View Materials in class + Key Assignments
- View All Assignment
- INT214 Statistics 2021: Github Organization
#### Created by Jatawat Xie (P'Safe)
#### Learning Reference