Course content
Course content for each lecture is below:
| Date | Title | Author |
|---|---|---|
| 2025-10-23 | Welcome to the course | |
| 2025-10-28 | Introduction to the command-line | |
| 2025-10-30 | Introduction to version control | |
| 2025-11-04 | Functional programming | |
| 2025-11-06 | Data Collection | |
| 2025-11-11 | Database programming paradigms | |
| 2025-11-13 | Machine learning paradigms and workflows – Part 01 | |
| 2025-11-18 | Machine learning paradigms and workflows – Part 02 | |
| 2025-11-20 | R package development and pkgdown – Part 01 | |
| 2025-11-25 | R package unit tests and intro to OOP – Part 02 | |
| 2025-12-02 | Building static and interactive dashboards | |
| 2025-12-04 | Parallel programming | |
| 2025-12-09 | Programming with GitHub Copilot |
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