Schedule
This syllabus represents my current plans and objectives. As we go through the semester, those plans may need to change to enhance the class learning opportunity. Such changes will be communicated clearly both on the website and in class.
Scheme of work
Last compiled: 2025-10-06
| Week | Date | Topics | Hours | Reading | CheatSheet | Remarks | Assessment | Mark |
|---|---|---|---|---|---|---|---|---|
| 1 | 2025-10-06 | Lab/Discussion on 1.2 | 3 | Notes | Base R | Installation of RStudio Desktop, Signup for Posit Cloud, Google Colab, and Kaggle | ||
| 2 | 2025-10-13 | Lab/Discussion on 1.3 and 1.4 | 3 | Notes | Base R |
Focus
more on for{} loop and If-else statement
|
||
| 3 | 2025-10-20 | Lab/Discussion on 2.1 and 2.2 | 3 | Notes | Base R | 1. Create a function to automate data preprocessing (e.g., Missing value detection, etc.) | ||
| 4 | 2025-10-27 | Lab/Discussion on 2.2 and 2.3 | 3 | Notes | Base R | 2. R-project website, Bioconductor, and GitHub | ||
| 5 | 2025-11-03 | Lab/Discussion on 3.1, 3.2, 3.3, and 3.4 | 3 | Notes | readr | Focus on Histogram, Scatter diagram, Bar chart, Box plot, and Line chart | ||
| 6 | 2025-11-10 | Lab/Discussion on 3.5, 3.6, and 3.7 | 3 | Notes | Base::Graph | Advanced visualization techniques and interactive plots | ||
| 7 | 2025-11-17 | MID SEMESTER BREAK | ||||||
| 8 | 2025-11-24 | Lab/Discussion on 4.1 and 4.2 | 3 | Notes | ggplot2 | Data cleaning and preprocessing techniques | Quiz | 15% |
| 9 | 2025-12-01 | Lab/Discussion on 4.3 and 4.4 | 3 | Notes | ggplot2 | Data transformation and manipulation | ||
| 10 | 2025-12-08 | Lab/Discussion on 5.1 and 5.2 | 3 | Notes | tidyr | Statistical analysis fundamentals | ||
| 11 | 2025-12-15 | Lab/Discussion on 5.3 and 5.4 | 3 | Notes | dplyr | Hypothesis testing and confidence intervals | ||
| 12 | 2025-12-22 | Lab/Discussion on 6.1 and 6.2 | 3 | Notes | stats | Regression analysis and correlation | ||
| 13 | 2025-12-29 | SPECIAL BREAK | ||||||
| 14 | 2026-01-05 | Lab/Discussion on 6.3 and 6.4 | 3 | Notes | Advanced statistical modeling | |||
| 15 | 2026-01-12 | Lab/Discussion on 7.1 and 7.2 | 3 | Notes | stats | Project preparation and presentation skills | Test | 30% |
| 16 | 2026-01-19 | Lab/Discussion on 7.3 and 7.4 | 3 | Notes | stats | Final project presentation and report submission | Presentation & Report | 25% & 30% |
A work by Suriyati Ujang
suriyatiujang@uitm.edu.my
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