intelligent-systems/index

aos

19 May 2012 25 May 2012

Postgraduate - Area of Study

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Managing facultyFaculty of Information Technology
Offered byCaulfield School of Information Technology
Campus(es)Caulfield

Notes

  • Unit codes that are not linked to their entry in the handbook are not available for study in the current year.
  • Not all units may be available in any one year.

Description

Intelligent systems are integral to the smart use of information technology. Intelligent systems technologies include expert systems, agent architectures, distributed artificial intelligent systems, knowledge discovery and data mining, machine learning, simulation, natural models of computation and optimisation and problem solving.

This specialisation provides the knowledge and skills to work as an AI programmer, knowledge engineer, senior designer or consultant. In addition to learning detailed techniques, a foundational understanding of intelligent systems methodologies including their limits and their contrasting capabilities is acquired.

Graduates of this specialisation will possess theoretical knowledge and skills to design and develop smart systems, incorporating intelligence with traditional information technology systems.

Units

To qualify for an award with a specialisation in intelligent systems students complete any four of the units outlined below:

  • FIT5045 Knowledge discovery and data mining
  • FIT5047 Intelligent systems
  • FIT5166 Information retrieval systems
  • FIT5167 Natural computation for intelligent systems
  • FIT5169 Probabilistic expert systems

Relevant courses

  • 2423 Postgraduate Certificate in Information Technology
  • 2411 Postgraduate Diploma in Information Technology
  • 2402 Master of Information Technology
  • 3348 Master of Information Technology Professional
  • 3309 Master of Applied Information Technology
  • 3349 Master of Information Technology (Honours)