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  2. Specialisation (Formal)
  3. Artificial Intelligence (200pt)
  4. Structure

Artificial Intelligence (200pt) // Structure

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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 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90038 Algorithms and Complexity
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90007 Internet Technologies
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
INFO90002 Database Systems & Information Modelling
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5

Specialisation core subjects

Code Name Study period Credit Points
COMP90049 Introduction to Machine Learning
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90054 AI Planning for Autonomy
Semester 1 (On Campus - 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 (On Campus - Parkville)
 12.5
COMP90050 Advanced Database Systems
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90051 Statistical Machine Learning
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
ISYS90051 Digital Impacts on Business and Society
Semester 1 (On Campus - Parkville)
 12.5

Advanced specialisation core subjects

Code Name Study period Credit Points
SWEN90016 Software Processes and Management
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5

Advanced specialisation project selectives

Code Name Study period Credit Points
COMP90055 Research Project
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 25
COMP90082 Software Project
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 25
INFO90010 Technology Innovation Project
Semester 1 (On Campus - Parkville)
 25

Advanced AI specialisation electives

Code Name Study period Credit Points
COMP90042 Natural Language Processing
Semester 1 (On Campus - Parkville)
 12.5
COMP90046 Constraint Programming Not available in 2024 12.5
COMP90051 Statistical Machine Learning
Semester 1 (On Campus - 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 (On Campus - Parkville)
 12.5

Advanced CIS electives

Code Name Study period Credit Points
BUSA90473 Business Practicum
Summer Term (Off Campus)
July (Off Campus)
 12.5
BUSA90485 Global Business Practicum
January (Off Campus)
June (Off Campus)
November (Off Campus)
 12.5
COMP90015 Distributed Systems
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90017 Sensor Networks and Applications Not available in 2024 12.5
COMP90018 Mobile Computing Systems Programming
Semester 2 (On Campus - Parkville)
 12.5
COMP90024 Cluster and Cloud Computing
Semester 1 (On Campus - Parkville)
 12.5
COMP90042 Natural Language Processing
Semester 1 (On Campus - Parkville)
 12.5
COMP90046 Constraint Programming Not available in 2024 12.5
COMP90051 Statistical Machine Learning
Semester 1 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
COMP90057 Advanced Theoretical Computer Science Not available in 2024 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. Not available in 2024 12.5
COMP90086 Computer Vision
Semester 2 (On Campus - Parkville)
 12.5
COMP90087 The Ethics of Artificial Intelligence
Semester 1 (On Campus - Parkville)
 12.5
COMP90088 Cryptocurrencies & decentralised ledgers Not available in 2024 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 (On Campus - Parkville)
Semester 2 (On Campus - Parkville)
 12.5
ISYS90039 Digital Innovation & Technopreneurship
Semester 1 (On Campus - Parkville)
 12.5
MULT90063 Introduction to Quantum Computing
Semester 1 (On Campus - Parkville)
 12.5
SWEN90004 Modelling Complex Software Systems
Semester 1 (On Campus - Parkville)
 12.5
GEOM90038 Advanced Imaging
Semester 1 (Online)
Semester 1 (On Campus - 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 Text Analytics for Health
Semester 1 (On Campus - Parkville)
 12.5

(or another relevant subject with approval of the course coordinator)

Last updated: 30 April 2024