Lecture schedule
Please note that this schedule is subject to change.
| Lecture | Date | Topic | Recommended Readings |
|---|---|---|---|
| 1 | 01 Apr 2025 | Introduction to R, R Studio, and Quarto | R for Data Science: Introduction, Ch 28 (Quarto) |
| 2 | 08 Apr 2025 | Data Visualization and Debugging | R for Data Science: Chapters 1, 9-11; ggplot cheatsheet |
| 3 | 15 Apr 2025 | Workflow and Reproducibility | R for Data Science: Chapters 2, 4, 6, 8 (workflow), 27 |
| 4 | 22 Apr 2025 | Manipulating and Summarizing Data | R for Data Science: Chapters 3, 12, 19 |
| 5 | 29 Apr 2025 | Importing, Exporting, and Cleaning Data | R for Data Science: Chapters 5, 7, 16, 17; RStudio cheatsheets |
| 6 | 06 May 2025 | Data Structures & Types | R for Data Science: Chapters 13, 18 |
| 7 | 13 May 2025 | Working with Text Data | R for Data Science: Chapters 14-15 |
| 8 | 20 May 2025 | Writing Functions | R for Data Science: Chapter 25 |
| 9 | 27 May 2025 | Iteration | R for Data Science: Chapter 26 |
| 10 | 03 Jun 2025 | Next Steps |