| Topics | Slides | Assignments | Extra Credits |
|---|---|---|---|
| 1. Introduction | Slides, Rmd | Assignment 1 | |
| 2. R Basics: Operations on Vectors | Slides, Rmd | Assignment 2 | |
| 3. Data Wrangling with Base R | Slides, Rmd | Assignment 3 | |
| 4. Data Wrangling with dplr | Slides, Rmd | Assignment 4 | Extra Credits |
| 5. Handle Missing Values | Slides, Rmd | Part 1, Part 2 | |
| 6. Visualization: Aesthetic Mapping | Titanic, Covid | Assignment 6 | |
| 7. Visualization: Some aspects of ggplot2 | Titanic, Covid | Assignment 7 | Extra Credits |
| 8. Animated Graphics: Bar Races | Titanic, Bar Races | Assignment 8 | |
| 9. Animated Graphics: Time Revealing | Slides, Rmd | Assignment 9 | |
| 10. Modeling: Basics | Slides, Rmd | Assignment 10 | |
| 11. Modeling: Universal Framework | Slides, Rmd | Assignment 11 | |
| 12. Modeling: Tuning | Slides, Rmd | Assignment 12 | |
| Midterm | Toc, Rmd Tab, Rmd |
||
| 13. Functions: If-Else Statement | Slides | Assignment 13 | |
| 14. Functions: Loop | Slides | Assignment 14 | |
| Final Project | html, Rmd |