Search units & courses

STA2216Data analysis for science

UnitLevel 2|6 credit points|Science

This unit is designed to develop an understanding of some of the most widely used methods of statistical data analysis, from the viewpoint of the user, with an emphasis on planned experiments. You will become familiar with at least one...

Semester 2Malaysia

FIT3152Data analytics

UnitLevel 3|6 credit points|Information Technology

There has been an explosion in the quantity and variety of data collected and routinely analysed by government, business and society at large over recent years. This has been described by some social commentators as the rise of "big data"...

Semester 1Semester 2ClaytonMalaysia

ETM5950Data analytics for business

UnitLevel 5|6 credit points|Business and Economics

This unit lays a solid foundation in data analytics, tailored for a career in business management. It recognises that most management decisions are made under uncertain conditions, necessitating analytical frameworks for leveraging data as...

Semester 1Semester 2Malaysia

AMG5034Data analytics in communication

UnitLevel 5|6 credit points|Arts

The strategic application of ‘big data’ is transforming the field of communications. As our everyday communication practices increasingly become digital, mobile and social, there has been an explosion of data that is routinely collected...

Semester 1Malaysia

FIT2094Databases

UnitLevel 2|6 credit points|Information Technology

This unit will provide an introduction to the concepts of database design and usage and the related issues of data management. You will develop skills in planning, designing, and implementing a data model using an enterprise-scale...

Semester 1Semester 2Summer BClaytonIndonesiaMalaysia

ADS1001Data challenges 1

UnitLevel 1|6 credit points|Science

This is the first in a series of data challenges units which collectively develop a broad range of knowledge and transferable skills through studio-based learning, applied problem-solving and the exploration of a broad diversity of...

Semester 1ClaytonMalaysia

ADS1002Data challenges 2

UnitLevel 1|6 credit points|Science

This is the second in a series of data challenges units which builds on industry-relevant data science case studies explored during the first semester of the course. Team-based learning is used to further develop and apply the suite of...

Semester 2ClaytonMalaysia

ADS2001Data challenges 3

UnitLevel 2|6 credit points|Science

This is the third in a series of Data Challenges units which builds on industry-relevant data science case studies explored during the first two semesters of the course. Team-based learning is used to further develop and apply the suite of...

Semester 1ClaytonMalaysia

ADS2002Data challenges 4

UnitLevel 2|6 credit points|Science

This is the fourth in a series of Data Challenges units which builds on industry-relevant data science case studies explored during the first three semesters of the course. Team-based learning is used to further develop and apply the suite...

Semester 2ClaytonMalaysia

TRC6801Data driven supply chain optimisation and AI applications

UnitLevel 6|Engineering

This unit provides a comprehensive introduction to the use of data analytics and artificial intelligence (AI) in optimising modern supply chains. You will gain skills to evaluate key supply chain processes and apply data-driven...

Semester 1Malaysia

FIT5147Data exploration and visualisation

UnitLevel 5|6 credit points|Information Technology

This unit introduces statistical and visualisation techniques for the exploratory analysis of data. It will cover the role of data visualisation in data science and its limitations. Visualisation of qualitative, quantitative, temporal and...

Semester 1Semester 2ClaytonMalaysia

FIT1062Data management

UnitLevel 1|6 credit points|Information Technology

This unit introduces the principles of data management through the design, implementation, and use of relational databases. It develops foundational skills in modelling data, translating real-world requirements into sound relational...

Semester 1Semester 2ClaytonMalaysia

ETW3482Data mining and predictive modelling

UnitLevel 3|6 credit points|Business and Economics

This unit will cover the key concepts of predictive modelling, emphasising applications in business. You will learn data pre-processing skills for predictive modelling. You will access data from various sources and be exposed to hands-on...

Semester 1Semester 2Malaysia

FIT5202Data processing for big data

UnitLevel 5|6 credit points|Information Technology

This unit focuses on big data processing, including volume, complexity, and velocity using the latest big data technologies. In big data volume, it covers large volume data processing using parallel technologies. In large dimensionality...

Semester 1Semester 2ClaytonMalaysia

FIT3163Data science project 1

UnitLevel 3|6 credit points|Information Technology

This unit provides practical experience in researching, designing, developing and evaluating a non-trivial data science project. Projects involve whole or part of the data science process (visualisation, analysis, algorithms, etc.) but can...

Semester 1Semester 2Malaysia

FIT3164Data science project 2

UnitLevel 3|6 credit points|Information Technology

This unit provides practical experience in researching, designing, developing and testing a non-trivial data science project. Projects involve whole or part of the data science process (visualisation, analysis, algorithms, etc.) but can...

Semester 1Semester 2ClaytonMalaysia

FIT2115Data structures and algorithms 1

UnitLevel 2|6 credit points|Information Technology

Data structures and algorithms are the tools that allow programs to solve problems efficiently, reliably and at scale. This unit develops the core algorithmic thinking and implementation skills needed to move from a problem statement to a...

Semester 1Semester 2ClaytonMalaysia

FIT3234Data structures and algorithms 2

UnitLevel 3|6 credit points|Information Technology

This unit deepens study of algorithms and data structures by moving from introductory programming patterns to more formal design, analysis, and proof-oriented reasoning. It covers advanced data structures, graph and numerical algorithms,...

Semester 1Semester 2ClaytonMalaysia

FIT2179Data visualisation

UnitLevel 2|6 credit points|Information Technology

Data visualisation is a powerful technique that allows us to use our visual system to understand data. Interactive data visualisation is now common in business, engineering and design and the social and physical sciences. This unit...

Semester 1ClaytonMalaysia

FIT5196Data wrangling

UnitLevel 5|6 credit points|Information Technology

This unit introduces tools and techniques for data wrangling. It will cover the problems that prevent raw data from being effectively used in analysis and the data cleansing and pre-processing tasks that prepare it for analytics. These...

Semester 1Semester 2ClaytonMalaysia