Course overview
Students will explore the diverse applications of generative AI and gain practical experience with using contemporary generative models. This is an advanced course for the purposes of ACS accreditation. This course aims to provide students with a comprehensive and advanced understanding of generative artificial intelligence, focusing on its theoretical foundation and real-world applications. In this course, students will explore the core principles of generative models, including but not limited to Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and diffusion models. Students will apply their advanced knowledge of generative AI on a variety of applied settings.
- Foundations Of Generative Ai
- Deep Learning Models
- Applications Of Generative Ai
Course learning outcomes
- Design, train, and fine-tune, and fine-tuning a variety of state-of-the-art generative models, including GANs, VAEs, and diffusion models
- Deploy existing generative AI solutions in a variety of settings
- Analyse and address ethical, security, and societal implications of using Generative AI
- Develop prototype solutions to real-world problems
- Analyse theoretical and complex practical problems by applying theoretical foundations of generative AI
Availability
Class details
Mawson Lakes
Class number 22936
Section SE01
Size 70
Available 70
Class number 22937
Section WS01
Size 20
Available 20
Class number 22938
Section WS02
Size 20
Available 20
Class number 22939
Section WS03
Size 20
Available 20
Class number 22940
Section WS04
Size 20
Available 20
Adelaide City Campus East
Class number 24007
Section SE01
Size 110
Available 110
Class number 23999
Section WS01
Size 40
Available 40
Class number 23998
Section WS02
Size 40
Available 40
Class number 23997
Section WS03
Size 40
Available 40
Class number 23996
Section WS04
Size 40
Available 40
Class number 23995
Section WS05
Size 40
Available 40
Class details
Mawson Lakes
Class number 55059
Section SE01
Size 120
Available 120
Class number 55060
Section WS01
Size 20
Available 20
Class number 55061
Section WS02
Size 20
Available 20
Class number 55062
Section WS03
Size 20
Available 20
Class number 55063
Section WS04
Size 20
Available 20
Adelaide City Campus East
Class number 55064
Section SE01
Size 110
Available 110
Class number 55065
Section WS01
Size 40
Available 40
Class number 55066
Section WS02
Size 40
Available 40
Class number 55067
Section WS03
Size 40
Available 40
Class number 55068
Section WS04
Size 40
Available 40
Class number 55069
Section WS05
Size 40
Available 40
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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.