Statistical Programming for Data Science

Undergraduate | 2026

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Mode icon
Mode
Mode
Your studies will be on-campus, and may include some online delivery
On campus
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Area/Catalogue
COMP 4014
Course ID icon
Course ID
205819
Campus icon
Campus
Adelaide City Campus
Level of study
Level of study
Undergraduate
Unit value icon
Unit value
6
Course owner
Course owner
Adelaide University
Course level icon
Course level
4
Work Integrated Learning course
Work Integrated Learning course
No
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Inbound study abroad and exchange
Inbound study abroad and exchange
The fee you pay will depend on the number and type of courses you study.
No
University-wide elective icon
University-wide elective course
No
Single course enrollment
Single course enrolment
No

Course overview

This course will provide students with comprehensive skills in Python and R programming for effective data analytics. Through hands-on instruction, students will learn to load data, perform data manipulations, conduct analysis using appropriate statistical testing methods, create data visualisations, and report findings in both Python and R environments. The Python programming language - program control constructs, data structures, calling R from Python. The R programming language - statistical analysis and visualisation of large data sets.

Course learning outcomes

  • Attain proficiency in Python and R programming for data analytics.
  • Master loading data, data manipulation techniques, and data analysis.
  • Apply suitable (and appropriate) statistical testing methods for analysis.

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

N/A

Assumed knowledge

N/A

Textbook(s)

N/A

Inherent requirements

N/A

Other resources

N/A

Assessment

N/A

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The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.