Artificial Intelligence
Course codes
COMP SCI 3007, COMP SCI 7059, COMP SCI 3007NA, COMP SCI 7059NA.
Level
III and Postgraduate
Points value
3
Pre-requisites
One of COMP SCI 1007, COMP SCI 1009, COMP SCI 1103, COMP SCI 1203, COMP SCI 2103 or COMP SCI 2202
Content
This is an introductory course on Artificial Intelligence. The topics may include: AI methodology and fundamentals; intelligent agents; search algorithms; game playing; supervised and unsupervised learning; decision tree learning; neural networks; nearest neighbour methods; dimensionality reduction; clustering; kernel machines; support vector machines; uncertainty and probability theory; probabilistic reasoning in AI; Bayesian networks; statistical learning; fuzzy logic. Several assignments will be given to enable the student to gain practical experience in using these techniques.
Attendance at Lectures and Tutorials
Attendance at lectures and tutorial sessions is highly recommended although not compulsory. You will benefit greatly from attending lectures and other classes in your courses and we recommend that you attend. Many things are explained in lectures that are not discussed elsewhere.
Lack of attendance at tutorials or lectures may mean you will be refused help from lecturers and tutors at consultations times (they can't be expected to teach you things you missed becaused you decided you'd rather not attend! Of course, exceptions will be made for illness or other unavoidable reasons for non-attendance.)
Support
The Online Forums provide an opportunity to ask questions and discuss topics relevant to the course.
More information regarding general assessment rules, student conduct and other matters can be found in the Student Handbook.
Offerings
Current
NAAEC - 2017
Past
Adelaide - 2016
NAAEC - 2016
Adelaide - 2015
NAAEC - 2015
Adelaide - 2014
NAAEC - 2014
Adelaide - 2013
NAAEC - 2013
Adelaide - 2012
NAAEC - 2012
Adelaide - 2011
NAAEC - 2011
Adelaide - 2010
NAAEC - 2010
Adelaide - 2009
Adelaide - 2008
NAAEC - 2007
Adelaide - 2007
NAAEC - 2006
Adelaide - 2006
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