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
Adelaide City Campus East
Group 1
Class number 24065
Section SE01
Size 5
Available 5
Class number 24066
Section WS01
Size 5
Available 5
Class details
Adelaide City Campus East
Group 1
Class number 27161
Section SE01
Size 200
Available 200
Class number 26884
Section WS10
Size 20
Available 20
Class number 26885
Section WS09
Size 20
Available 20
Class number 27162
Section WS08
Size 20
Available 20
Class number 27163
Section WS07
Size 20
Available 20
Class number 27164
Section WS06
Size 20
Available 20
Class number 27165
Section WS05
Size 20
Available 20
Class number 27166
Section WS04
Size 20
Available 20
Class number 27167
Section WS03
Size 20
Available 20
Class number 27168
Section WS02
Size 20
Available 20
Class number 27169
Section WS01
Size 20
Available 20
Class details
Adelaide City Campus East
Group 1
Class number 62258
Section SE01
Size 200
Available 200
Class number 61955
Section WS10
Size 20
Available 20
Class number 61956
Section WS09
Size 20
Available 20
Class number 62259
Section WS08
Size 20
Available 20
Class number 62260
Section WS07
Size 20
Available 20
Class number 62261
Section WS06
Size 20
Available 20
Class number 62262
Section WS05
Size 20
Available 20
Class number 62263
Section WS04
Size 20
Available 20
Class number 62264
Section WS03
Size 20
Available 20
Class number 62265
Section WS02
Size 20
Available 20
Class number 62266
Section WS01
Size 20
Available 20
Fee calculator
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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.