Course level

Undergraduate

Faculty

Engineering, Architecture & Information Technology

School

Info Tech & Elec Engineering

Units

2

Duration

One Semester

Delivery mode

Internal

Class hours

2 Lecture hours
3 Contact hours

Incompatible

COGS4021 or COMP3700 or COMP7703 or ELEC4700 or ELEC7701

Prerequisite

CSSE1001 and MATH1051 and (STAT1201 or STAT2203 or STAT2202 or STAT2003)

Recommended prerequisite

Assessment methods

Written examination, assignments

Course enquiries

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, 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