12 units left in Intelligent Systems major
Advanced Topics in Artificial Intelligence
Current research directions in AI, seminar style.
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Every course shows exactly what it costs before you add it. Nothing is charged until you confirm, and you can drop for free until census on 31 March 2027.
Chosen to finish your requirements on time — all offered in S1 2027 with prerequisites met.
12 units left in Intelligent Systems major
Current research directions in AI, seminar style.
12 units left in Intelligent Systems major
Probabilistic models, kernels and Bayesian learning.
12 units left in Intelligent Systems major
Deep learning, generative models and learning theory.
12 units left in Intelligent Systems major
Linear, integer and convex optimisation for real decisions.
Drop before 31 Mar 2027 and you won't be charged.
| Course | Units | Contribution | Actions |
|---|---|---|---|
| COMP2560 Studies in Advanced Computing R&D | 6 | $1,164.38 | |
| COMP4600 Advanced Algorithms | 6 | $1,164.38 |
43 courses · prices are your student contribution for 2027
Python for scientific problem solving: data, simulation and visualisation.
Threats, cryptography and building systems that resist attack.
Build the internals of an operating system kernel.
Cleaning, linking and preparing messy real-world data.
Supervised and unsupervised learning from first principles.
Designing and evaluating interactive systems with people at the centre.
A studio course on directing, grounding and correcting coding agents to ship real software.
A semester-long honours research project under academic supervision.
An advanced project with an industry or research partner.
Rendering, geometry and the graphics pipeline.
Information retrieval and natural language processing.
Graphs, networks and the algorithms that analyse them.
Output, inflation, unemployment and the policy that shapes them.
Design thinking and systems engineering through hands-on team projects.
Statistical thinking and data analysis for research.
A supervised research project that puts R&D methods into practice.
Randomised, approximation and online algorithms.
Functional programming in Haskell as a way of thinking about problems: types, recursion and abstraction.
Object-oriented design in Java: data structures, testing and the discipline of larger programs.
Logic, proof, automata and the mathematical tools that underpin computer science.
HTML, CSS and JavaScript with a design sensibility — building for real people on real devices.
Creative coding, generative art and interactive installations.
Design patterns, software architecture and building maintainable systems.
Requirements, process, quality and working in software teams.
How programs really run: assembly, memory and the hardware beneath.
Concurrency, operating system services and network programming.
Relational modelling, SQL, normalisation and transactions.
Research methods for computing: reading, framing and evaluating research.
Entropy, coding and inference — the mathematics of information.
Formal logic, proof systems and automated reasoning.
Leading software projects: estimation, risk and delivery.
Protocols, the internet stack and network performance.
Finding patterns in large data: clustering, association and classification.
Design and analysis of efficient algorithms and data structures.
Search, planning, knowledge representation and reasoning under uncertainty.
How individuals and firms make decisions, and how markets allocate resources.
Sets, graphs, combinatorics and recurrence relations for computing.
Calculus and linear algebra with applications across science.
Multivariable calculus, differential equations and further linear algebra.

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Plus 2 enrolled courses (12 units) already confirmed.
Drop a course on or before this date and you're not charged for it. After census, the full student contribution applies even if you withdraw.
Max 10 first-year (1000-level) courses count toward a bachelor degree — you have room for 1 more.
A part-time load — 12 more units makes it full-time.
Comfortably past the 36-unit minimum for advanced study.
Commonwealth supported places pay a student contribution set by the course's funding band. A 6-unit course is one-eighth of a full-time year (48 units).
| Band | Per year | 6 units |
|---|---|---|
| Band 1Mathematics, statistics, languages, education | $4,755.00 | $594.38 |
| Band 2Computing, engineering, science, health | $9,315.00 | $1,164.38 |
| Band 3Medicine, dentistry, veterinary science | $13,245.00 | $1,655.63 |
| Band 4Law, economics, commerce, humanities | $17,950.00 | $2,243.75 |
Indicative sample figures for this prototype. In 5 months is census for S1 2027.