Course level

Postgraduate Coursework

Faculty

Engineering, Architecture & Information Technology

School

Elec Engineering, Comp Science

Units

2

Duration

One Semester

Class hours

Lecture 2 Hours/ Week
Practical 2 Hours/ Week

Incompatible

COGS4021 or COGS7021 or COMP3700 or COMP4702 or ELEC4700 or ELEC7701

Prerequisite

CSSE7030 and MATH7501 and STAT7203

Recommended prerequisite

COMP3702 or COMP7702

Assessment methods

Written examination, assignments

Course enquiries

A/Prof Marcus Gallagher (marcusg@eecs.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, 2024 (19/02/2024 - 15/06/2024) St Lucia In Person Course Profile

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, 2023 (20/02/2023 - 17/06/2023) St Lucia In Person Course Profile
Semester 1, 2023 (20/02/2023 - 17/06/2023) External External Course Profile
Semester 1, 2022 (21/02/2022 - 21/06/2022) St Lucia Internal Course Profile
Semester 1, 2022 (21/02/2022 - 21/06/2022) External External Course Profile
Semester 1, 2021 (22/02/2021 - 19/06/2021) External External Course Profile
Semester 1, 2021 (22/02/2021 - 19/06/2021) St Lucia Flexible Delivery Course Profile
Semester 1, 2020 (24/02/2020 - 11/07/2020) St Lucia Internal Course Profile
Semester 1, 2019 (25/02/2019 - 22/06/2019) St Lucia Internal Course Profile
Semester 1, 2018 (19/02/2018 - 23/06/2018) St Lucia Internal Course Profile
Semester 1, 2017 (27/02/2017 - 24/06/2017) St Lucia Internal Course Profile
Semester 1, 2016 (29/02/2016 - 25/06/2016) St Lucia Internal Course Profile
Semester 1, 2015 (02/03/2015 - 27/06/2015) St Lucia Internal Course Profile