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Intelligent Systems
Undergraduate | MUR-ICT206 | 2021
Course information for 2021 intake
- Study method
- 100% online
- Assessments
- 100% online
- Entry requirements
- Part of a degree
- Duration
- 13 weeks
HECS-HELP available
Intelligent Systems
About this subject
On successful completion of this subject you should be able to:
- demonstrate an understanding of basic intelligent systems concepts
- be able to explain the theory, operation and strengths and weaknesses of state machines, expert systems, fuzzy logic engines, neural networks, genetic algorithms data mining tools and intelligent agents
- be able to explain the strengths and weaknesses of state machines, expert systems, fuzzy logic engines, neural networks, genetic algorithms, data mining tools and intelligent agents
- be able to choose an appropriate intelligent technique to solve a given problem
- know how to use off-the-shelf intelligence tools, including expert system shells artificial neural network and other simulators for solving problems
- explain the importance of representation and search in problem-solving
- understand the role of applied knowledge in problem-solving
- be able to evaluate the capability of an intelligent system to solve a real problem.
- Introduction to artificial intelligence and applications
- Introduction to game AI
- Rule based expert systems
- Neural computing
- Fuzzy logic
- Genetic algorithms, intelligent agents, state machines and methods of evaluating these technologies.
Offers an introduction to the fundamental concepts and techniques of artificial intelligence focusing on expert systems to solve engineering problems, data mining, data analysis for industries and intelligent agents in computer games.
Please Note: All students studying at Murdoch University will need to complete the compulsory unit, Murdoch Academic Passport (MAP100), which only takes 2-3 hours to complete online. Find out more: http://goto.murdoch.edu.au/MurdochAcademicPassport.
- Timed online exam (50%)
- Project proposal (10%)
- Project submission (20%)
- Online quizzes (20%)
For textbook details check your university's handbook, website or learning management system (LMS).
This research-based university in Perth has a strong interdisciplinary focus and a reputation for outstanding teaching and ground-breaking research. With more than 25,000 students and 2,400 staff from over 90 countries, and campuses in Dubai and Singapore, Murdoch embraces free thinking, shared ideas and knowledge to make a difference, and Open Universities Australia is certainly part of that.
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Entry requirements
To enrol in this subject, you must be admitted into a degree.
Prior study
You must have successfully completed the following subject(s) before starting this subject:
Equivalent subjects
You should not enrol in this subject if you have successfully completed any of the following subject(s) because they are considered academically equivalent:
Others
Note: Level 2 subjects normally assume a moderate level of prior knowledge in this area, eg from studying related Level 1 subjects.
Additional requirements
No additional requirements
Study load
- 0.125 EFTSL
- This is in the range of 10 to 12 hours of study each week.
Equivalent full time study load (EFTSL) is one way to calculate your study load. One (1.0) EFTSL is equivalent to a full-time study load for one year.
Find out more information on Commonwealth Loans to understand what this means to your eligibility for financial support.