Course level

Postgraduate Coursework

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

COMP4702 or COMP7703

Prerequisite

CSSE7030 and MATH7501 and STAT7203

Restricted

Restricted to MDataSc students only

Assessment methods

Written examination, assignments

Course enquiries

Current course offerings

Course offerings Location Mode Course Profile
Semester 2, 2025 (28/07/2025 - 22/11/2025) St Lucia In Person 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 2, 2024 (22/07/2024 - 18/11/2024) St Lucia In Person Course Profile
Semester 2, 2023 (24/07/2023 - 18/11/2023) St Lucia In Person Course Profile
Semester 2, 2022 (25/07/2022 - 19/11/2022) St Lucia Internal Course Profile
Semester 2, 2022 (25/07/2022 - 19/11/2022) External External Course Profile
Semester 2, 2021 (26/07/2021 - 20/11/2021) St Lucia Internal Course Profile
Semester 2, 2021 (26/07/2021 - 20/11/2021) External External Course Profile
Semester 1, 2020 (24/02/2020 - 11/07/2020) St Lucia Internal Course Profile
Semester 2, 2020 (03/08/2020 - 21/11/2020) St Lucia Flexible Delivery Course Profile
Semester 2, 2020 (03/08/2020 - 21/11/2020) External External 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