Advanced Topics in Artificial Intelligence and Machine Learning

Postgraduate | 2026

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Mode
Mode
Your studies will be on-campus, and may include some online delivery
On campus
area/catalogue icon
Area/Catalogue
ARTI 6000
Course ID icon
Course ID
202965
Campus icon
Campus
Adelaide City Campus East
Level of study
Level of study
Postgraduate
Unit value icon
Unit value
6
Course owner
Course owner
School of Comp Sc & IT
Course level icon
Course level
2
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.
Yes
University-wide elective icon
University-wide elective course
Yes
Single course enrollment
Single course enrolment
Yes

Course overview

This course aims to provide students the opportunity to study some of the cutting-edge topics in AI and machine learning in sufficient depth that at the end of the course students will be equipped with the knowledge and skills on the topics and will be able to conduct critical analysis on the literature relevant to the topics and contribute to the research and applications in the area. The topics covered may vary year to year, depending on the new development in the field and the research interests and expertise of the course teaching team.

Course learning outcomes

  • Demonstrate an in-depth knowledge of the fundamentals of the topics taught
  • Demonstrate a broad knowledge of the fields related to the topics taught
  • Explore and critically analyse the literature in the fields related to the topics taught and be in a strong position to contribute to the research and applications in the fields
  • Develop prototype solutions to real-world problems based on the algorithms and approaches learned on the topics

Availability

Census date Icon
Census date
Fri 27/03/2026
Enrol by date
Enrol by date
Fri 13/03/2026
Last day to W
Last day to W
Fri 10/04/2026
Last day to WF
Last day to WF
Fri 08/05/2026

Class details

Adelaide City Campus East

Class number
Class number 22439
Section
Section SE01
Size
Size 160
Available
Available 160
Dates Days Time Campus Location Instructor
24 Feb - 14 Apr Tuesday 3:10pm - 5pm Adelaide City Campus East Mawson, G19
5 May - 2 Jun Tuesday 3:10pm - 5pm Adelaide City Campus East Mawson, G19

Prerequisite(s)

  • must have completed ARTI6003 Machine Learning Algorithms

Corequisite(s)

N/A

Antirequisite(s)

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.