Course level

Undergraduate

Faculty

Science

School

Mathematics & Physics School

Units

2

Duration

One Semester

Class hours

3 Lecture hours
1 Tutorial hour

Incompatible

STAT4405, STAT7503

Prerequisite

MATH1051 + (STAT1301 or STAT2203 or STAT7203 or STAT2201) + Programming (MATH3201 or MATH3204 or CSSE2002 or experience)

Assessment methods

Examination, assignments

Course enquiries

Dr Nan Ye (nan.ye@uq.edu.au)

This course is not currently offered, please contact the school.

Course description

Students learn the basic ideas and intuition behind deep learning, a major sub-field of machine learning that has found a wide range of applications. Students taking this course will understand how, why and when the algorithms work, and be able to effectively apply deep learning methods to practical problems.

Archived offerings

Course offerings Location Mode Course Profile
Semester 2, 2020 (03/08/2020 - 21/11/2020) External External Course Profile
Semester 2, 2020 (03/08/2020 - 21/11/2020) St Lucia Flexible Delivery Course Profile
Semester 2, 2019 (22/07/2019 - 16/11/2019) St Lucia Internal Course Profile
Semester 2, 2017 (24/07/2017 - 18/11/2017) St Lucia Internal Course Profile
Semester 2, 2015 (27/07/2015 - 21/11/2015) St Lucia Internal Course Profile