Course level

Postgraduate Coursework

Faculty

Science

School

Mathematics & Physics School

Units

2

Duration

One Semester

Class hours

Lecture 3 Hours/ Week
Practical 2 Hours/ Week
3L2P

Prerequisite

STAT7203 (or STAT2203), MATH7502.

Restricted

Restricted to MDataSc students only.

Assessment methods

Assignments

Course enquiries

Dr Slava Vaisman

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

This course will provide students with essential ideas and tools for analysing and interpreting data, including statistical modelling techniques: Linear models, generalised linear models, and regularisation. Students will also be introduced to a range of specific data science tools such as Bayesian techniques and process simulation.

Archived offerings

Course offerings Location Mode Course Profile
Semester 1, 2023 (20/02/2023 - 17/06/2023) External External Course Profile
Semester 1, 2023 (20/02/2023 - 17/06/2023) St Lucia In Person 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) St Lucia Flexible Delivery Course Profile
Semester 1, 2021 (22/02/2021 - 19/06/2021) 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
Semester 1, 2017 (27/02/2017 - 24/06/2017) St Lucia Internal Course Profile