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Area/Catalogue
COMP 2019

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Course Level
Undergraduate

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Offered Externally
Yes

Note: This offering may or may not be scheduled in every study period. Please refer to the timetable for further details.

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Course ID
012520

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Unit Value
4.5

compass

University-wide elective course
No

Course owner

Course owner
UniSA STEM

Course aim

To develop and deploy Artificial Intelligence and Machine Learning Systems.

Course content

Introduction to artificial intelligence; apply machine learning algorithms for classification and regression; search-based problem solving: heuristic search (A*, perhaps Planning); constraint satisfaction / optimisation;
evolutionary algorithms; adversarial search / stochastic methods MCTS (Alpha Zero); nature of ML methods;
supervised learning, data preparation, training; validation, overfitting; computer vision; tools and deployment;
applications in Natural Language Processing; embedding AI systems in the real world / ethics / problems.

Textbook(s)

Stuart J. Russell., Peter Norvig 2009, Artificial Intelligence: A Modern Approach, 3rd, Prentice Hall

Prerequisite(s)

Subject Area & Catalogue Number Course Name
Group 1
Students must have completed one of the following courses:
COMP 1048 UO Object Oriented Programming
COMP 1046 Object Oriented Programming
COMP 2034 Software Development

Corequisite(s)

Nil

Teaching method

Component Duration
INTERNAL, MAWSON LAKES
Lecture 1 hour x 13 weeks
Computer Practical 2 hours x 13 weeks
EXTERNAL, MAWSON LAKES, ONLINE
Online N/A x 13 weeks

Note: These components may or may not be scheduled in every study period. Please refer to the timetable for further details.


Assessment

Continuous assessment, Group assignment, Test

Fees

EFTSL*: 0.125
Commonwealth Supported program (Band 2)
To determine the fee for this course as part of a Commonwealth Supported program, go to:
How to determine your Commonwealth Supported course fee. (Opens new window)

Fee-paying program for domestic and international students
International students and students undertaking this course as part of a postgraduate fee paying program must refer to the relevant program home page to determine the cost for undertaking this course.

Non-award enrolment
Non-award tuition fees are set by the university. To determine the cost of this course, go to:
How to determine the relevant non award tuition fee. (Opens new window)

Not all courses are available on all of the above bases, and students must check to ensure that they are permitted to enrol in a particular course.

* Equivalent Full Time Study Load. Please note: all EFTSL values are published and calculated at ten decimal places. Values are displayed to three decimal places for ease of interpretation.

Course Coordinators

Degrees this course is offered in

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