University of Technology, Sydney

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32513 Advanced Data Analytics Algorithms

6cp
Requisite(s): 32130 Fundamentals of Data 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

Spring session, City campus


Detailed subject description.

Fee information

Information to assist with determining the applicable fee type can be found at Understanding fees.

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.