Units / ETM1005
ETM1005 · Programming for business applications
2026 Handbook6 credit pointsLevel 1Department of Econometrics and Business Statistics
Last checked: 23 Aug 2026 UTCOverview
The aim of this unit is to familiarise you with programming by utilising two high-level programming languages, namely R and Python. You will be taught structured programming by means of practical sessions, which will cover fundamental data structures and algorithmic thinking. Furthermore, you will become acquainted with various basic R and Python libraries that are used for data analysis and visualisation. By the end of the unit, you will be able to apply the knowledge you have acquired to address business-related issues.
Offerings
| Campus | Teaching period | Mode |
|---|---|---|
| Malaysia | First semester | Teaching activities are on-campus (ON-CAMPUS) |
| Malaysia | Second semester | Teaching activities are on-campus (ON-CAMPUS) |
Assessment
The Handbook does not list a final examination among the assessment items. That is not a guarantee there is none.
| # | Assessment | Type | Weight | Hurdle |
|---|---|---|---|---|
| 1 | 1 - Artefact | Artefact | 40% | — |
| 2 | 2 - Written | Written | 20% | — |
| 3 | 3 - Project | Project | 30% | — |
| 4 | 4 - Presentation | Presentation | 10% | — |
Assessment details may change. Please refer to the assessment information in Moodle closer to the start of the teaching period.
Requisites
The Handbook lists no prerequisite, corequisite or prohibition for this unit.
Learning outcomes
- define the fundamental concepts of programming, such as data types, variables, operators, functions and control structures.
- identify the packages used for data processing in R and Python to perform data manipulation.
- choose the appropriate packages and functions in R and Python to create data visualisations.
Workload
Minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of scheduled learning activities and independent study. Independent study may include associated readings, assessment and preparation for scheduled activities. You are expected to complete all pre-class activities prior to your scheduled class, and post-class activities should be completed after your scheduled class. Learning activities may include a combination of teacher directed, peer directed and online engagement activities.
| Activity | Duration |
|---|---|
| Tutorials | 24 hours |
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