Applied Data Science

Postgraduate | 2026

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Mode
Mode
Your study will be 100% online
100% online
area/catalogue icon
Area/Catalogue
INFO 5044
Course ID icon
Course ID
203976
Campus icon
Campus
Online
Level of study
Level of study
Postgraduate
Unit value icon
Unit value
6
Course owner
Course owner
School of Comp Sc & IT
Course coordinator
Course coordinator
Paul Lee
Course level icon
Course level
5
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

An introduction to the role and application of data science in modern organisations and society. Case studies will be used to demonstrate current best practice as well as common pitfalls. Processes for data collection, analysis, verification and validation. The use of data for modelling, prediction and decision support. An overview of widely used tools for data analysis and modelling.

Course learning outcomes

  • Recommend methodologies for the use of data science in business/ in modern organisations and societies
  • Evaluate data science use to describe best practice in modern organisations and societies
  • Analyse issues associated with the use of data for solving complex problems
  • Evaluate the tools used in the data science community for reporting on data analysis
  • Critique data science solutions against recommended methodologies and best practice, identifying areas for improvement

Availability

Census date Icon
Census date
Fri 20/03/2026
Enrol by date
Enrol by date
Fri 27/02/2026
Last day to W
Last day to W
Mon 13/04/2026
Last day to WF
Last day to WF
Mon 27/04/2026

Class details

Online

Class number
Class number 32011
Section
Section 01OL
Size
Size 3
Available
Available 2
Dates Days Time Campus Location Instructor
- Online ,
Notes:
Available to Master of Data Science (Applied), Graduate Diploma in Data Science (Applied) or Graduate Certificate in Data Science (Applied) students only.

Census date Icon
Census date
Fri 06/11/2026
Enrol by date
Enrol by date
Fri 16/10/2026
Last day to W
Last day to W
Mon 23/11/2026
Last day to WF
Last day to WF
Mon 07/12/2026

Class details

Online

Class number
Class number 68010
Section
Section 01OL
Size
Size 3
Available
Available 3
Dates Days Time Campus Location Instructor
- Online ,
Notes:
Available to Master of Data Science (Applied), Graduate Diploma in Data Science (Applied) or Graduate Certificate in Data Science (Applied) students only.

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

  • must not have completed MATH5023 Applied Data Science and Mathematics OR must not have completed DATA7202OL Applied Data Science at the University of Adelaide

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If you are studying in a Professional Pathway Psychology or Clinical Psychology program, please refer to the Student Contributions amounts published here.

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.