University of Technology Sydney

320513 Machine Learning

6cp; online, weekly
Requisite(s): 260776 Foundation of Business Analytics AND 260777 Data Processing Using SAS AND 570100 Data Ethics and Regulation AND 12 credit points of completed study in spk(s): CBK91894 12cp Foundation Option (Business Analytics)
These requisites may not apply to students in certain courses.
There are course requisites for this subject. See access conditions.
Recommended studies: knowledge of database technologies

Postgraduate

Description

Data analytics is an exciting new field combining databases, artificial intelligence, machine learning and visualisation, among others. It is applied in many fields of business, industry and science to discover new information and knowledge. Central to data analytics are the algorithms themselves. This subject builds on previous data analytics subjects to give an understanding of how basic as well as more powerful and subtle algorithms work. It takes a research-inspired approach so that students learn to apply state-of-the-art algorithms to their professional practice. It also introduces data analytics approaches for specific domains such as social network analysis and text mining.

Typical availability

Session 6, Online campus


Detailed subject description.

Access conditions

Note: The requisite information presented in this subject description covers only academic requisites. Full details of all enforced rules, covering both academic and admission requisites, are available at access conditions and My Student Admin.