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Artificial Intelligence (200pt) // Structure
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Artificial Intelligence (200pt)
Structure
200 credit points
The Artificial Intelligence specialisation in the 200pt Program is completed by undertaking:
- 50 credit points of Foundation subjects
- 25 credit points of Specialisation core subjects
- 25 credit points of Specialisation electives
- 12.5 credit points of Advanced specialisation core subjects
- 25 credit points of Advanced specialisation project selectives
- 62.5 credit points of Advanced specialisation and CIS electives including
- A minimum of 25 credit points of Advanced specialisation electives
Subject options
Foundation subjects
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| COMP90041 | Programming and Software Development |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90038 | Algorithms and Complexity |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90007 | Internet Technologies |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| INFO90002 | Database Systems & Information Modelling |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
Specialisation core subjects
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| COMP90049 | Introduction to Machine Learning |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90054 | AI Planning for Autonomy |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
Specialisation electives
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| COMP30026 | Models of Computation | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90043 | Cryptography and Security | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90048 | Declarative Programming | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90050 | Advanced Database Systems |
Semester 1 (Dual-Delivery - Parkville)
Winter Term (Dual-Delivery - Parkville)
|
12.5 |
| COMP90051 | Statistical Machine Learning |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| ISYS90051 | Digital Impacts on Business and Society | Semester 2 (On Campus - Parkville) |
12.5 |
Advanced specialisation core subjects
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| SWEN90016 | Software Processes and Management |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
Advanced specialisation project selectives
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| COMP90055 | Research Project |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
25 |
| COMP90082 | Software Project |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
25 |
| INFO90010 | Technology Innovation Project | Semester 1 (Dual-Delivery - Parkville) |
25 |
Advanced AI specialisation electives
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| COMP90042 | Natural Language Processing | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90046 | Constraint Programming | Not available in 2023 | 12.5 |
| COMP90051 | Statistical Machine Learning |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90073 | Security Analytics | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90083 | Computational Modelling and Simulation | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90086 | Computer Vision | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90087 | The Ethics of Artificial Intelligence | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
Advanced CIS electives
| Code | Name | Study period | Credit Points |
|---|---|---|---|
| BUSA90473 | Business Practicum |
Summer Term (On Campus - Parkville)
Semester 1 (Off Campus)
June (Off Campus)
|
12.5 |
| BUSA90485 | Global Business Practicum |
Summer Term (Off Campus)
June (Off Campus)
November (Off Campus)
|
12.5 |
| COMP90015 | Distributed Systems |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90017 | Sensor Networks and Applications | Not available in 2023 | 12.5 |
| COMP90018 | Mobile Computing Systems Programming | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90024 | Cluster and Cloud Computing | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90042 | Natural Language Processing | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90046 | Constraint Programming | Not available in 2023 | 12.5 |
| COMP90051 | Statistical Machine Learning |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| COMP90057 | Advanced Theoretical Computer Science | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90073 | Security Analytics | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90084 | Quantum Software Fundamentals | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90085 | Volunteer Experience in I.T. | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90086 | Computer Vision | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90087 | The Ethics of Artificial Intelligence | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90088 | Cryptocurrencies & decentralised ledgers | Not available in 2023 | 12.5 |
| ELEN90094 | Large Data Methods & Applications | Semester 2 (On Campus - Parkville) |
12.5 |
| ENGR90033 | Internship |
Summer Term (Dual-Delivery - Parkville)
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (Dual-Delivery - Parkville)
|
25 |
| ENGR90039 | Creating Innovative Professionals |
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| GEOM90007 | Information Visualisation | Semester 2 (Online) |
12.5 |
| GEOM90008 | Spatial Data Management |
Semester 1 (Dual-Delivery - Parkville)
Semester 2 (On Campus - Parkville)
|
12.5 |
| ISYS90039 | Innovation & Entrepreneurship in IT | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| MULT90063 | Introduction to Quantum Computing | Semester 1 (On Campus - Parkville) |
12.5 |
| SWEN90004 | Modelling Complex Software Systems | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| GEOM90038 | Advanced Imaging | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
| COMP90089 | Machine Learning Applications for Health | Semester 2 (On Campus - Parkville) |
12.5 |
| ELEN90095 | AI for Robotics | Semester 2 (On Campus - Parkville) |
12.5 |
| ELEN90096 | Hardware Accelerated Computing | Semester 2 (On Campus - Parkville) |
12.5 |
| COMP90090 | Natural Language Processing for Health | Semester 1 (Dual-Delivery - Parkville) |
12.5 |
(or another relevant subject with approval of the course coordinator)
Last updated: 13 January 2024