Course level

Postgraduate Coursework

Faculty

Engineering, Architecture & Information Technology

School

Info Tech & Elec Engineering

Units

2

Duration

One Semester

Class contact

2 Lecture hours, 3 Contact hours

Incompatible

COGS4021 or COGS7021 or COMP3700 or COMP4702 or ELEC4700 or ELEC7701

Prerequisite

MATH1051

Recommended prerequisite

Assessment methods

Written examination, assignments

Course coordinator

A/Prof Marcus Gallagher (marcusg@itee.uq.edu.au)

Study Abroad

This course is pre-approved for Study Abroad and Exchange students.

Current course offerings

Course offerings Location Mode Course Profile
Semester 1, 2018 St Lucia Internal Profile unavailable

Please Note: Course profiles marked as not available may still be in development.

Course description

Machine learning is a branch of artificial intelligence concerned with the development & application of adaptive algorithms that use example data or previous experience to solve a given problem. Topics include: learning problems (e.g regression, classification, unsupervised, reinforcement) & theory, neural networks, statistical & probabilistic models, clustering, ensembles, implementation issues, applications (e.g. bioinformatics, cognitive science, forecasting, robotics, signal & image processing).

Archived offerings

Course offerings Location Mode Course Profile
Semester 1, 2017 St Lucia Internal Course Profile
Semester 1, 2016 St Lucia Internal Course Profile
Semester 1, 2015 St Lucia Internal Course Profile
Semester 1, 2014 St Lucia Internal Course Profile
Semester 1, 2013 St Lucia Internal Course Profile
Semester 1, 2012 St Lucia Internal Course Profile
Semester 1, 2011 St Lucia Internal Course Profile
Semester 1, 2010 St Lucia Internal Course Profile
Semester 1, 2009 St Lucia Internal Course Profile
Semester 1, 2008 St Lucia Internal Course Profile