Master of Data Science

at University of South Australia - Mawson Lakes Campus Australia

This honours degree has been designed for students who have successfully completed a bachelor’s degree in a relevant discipline, such as a Bachelor of Mathematics or a Bachelor of Science with a substantial mathematics focus.

What you'll learn

During your degree you will complete a year-long project in a major industrial, scientific or commercial project in applied mathematics, guided by an academic supervisor.

You will develop skills in literature search and review, methodologies, experimental design, data analysis and research ethics. You will have an opportunity to undertake a research problem or advanced study in mathematics through your thesis units.

Broaden and specialise your skills further by tailoring your honours level electives to an area of interest as approved by the Program Director.

You might have the opportunity to explore:

• Simulation Theory and Application,
• Advanced Complex Analysis,
• Nonlinear Programming,
• Discrete Optimisation,
• Applied Functional analysis,
• Advanced Topics in Applied Statistics,
• Numerical Linear Algebra,
• Introduction to Partial Differential Equations,
• Computational Biology,
• Stochastic Calculus,
• Advanced Operations Research,
• Optimal Control,
• Advanced Topics in Applied Mathematics,
• Advanced Topics in Optimisation,
• Fluid mechanics

This degree is designed to produce job-ready graduates to meet this industry need, and to fill the growing range of work opportunities in the market. Successful maths and data scientists draw on skills from a range of complementary disciplines, so this degree offers a balanced mix of mathematics, information technology and data science. In your final year you’ll have the chance to complete an industry-based project to experience real-world challenges and gain workplace experience.

What you'll learn

In your first year you’ll study core subjects in maths and IT. You will focus on building your mathematical and programming skills with courses that include calculus, statistical methods, fundamentals of programming, and databases.

You will then move into your applied data science studies. You’ll study cross-disciplinary areas such as web development, data structures and mathematical communication, and mathematical modelling.

In your final year you’ll combine study and hands-on experience with courses in programming and networking, decision making and analytics. You will also complete either an industry-based Maths Clinic project or a major project to strengthen your abilities in research, analysis, and interpretation of data.

Learn water and environmental engineering theories to support our all-important waterways, resources and infrastructure. In this degree you will develop the skills specific to the water sector of civil engineering.

In this degree you’ll develop sophisticated skills in engineering research methods and project management which you will use on a major civil engineering design project, with industry representatives as your clients. You will also complete a master thesis.

What you'll learn

You will learn advanced water and environmental engineering, developing the skills to:

• apply and synthesise water and environmental engineering theories in solving practical cases

• create and design models to be used in areas such as water resources and water quality management 

• adapt hydro-environmental data analysis methods at advanced level 

• integrate modelling technology and consolidate GIS applications in forming comprehensive water resources management systems 

• develop advanced skills to communicate with water and environmental related professionals 

The Bachelor of Information Technology (Software Development) will see you develop specialist expertise in the creation of computer software and applications, preparing you for a rewarding career in this high demand area of ICT. Proficient in programming and equipped to work in a diverse range of programming roles, graduates may find work in IT companies, freelance consulting and IT departments across the public and private sector.

You will learn to write code in several programming languages – Java, C++, Python, SQL ASP.Net – and develop the skills needed to design, implement, evaluate and test new and existing software programs. You will also learn critical and industry relevant software development methodologies including Agile and SCRUM.

Professionally accredited by the Australian Computer Society, you will enjoy a modern, practical approach to your IT education, with significant opportunities to apply the knowledge and skills learned in the classroom in real-world settings so that you graduate ready to meet the needs of industry.  

What you'll learn

During your first year of study you will gain a solid foundation in networking, database development, programming fundamentals and systems requirements and design, before focusing on your software development specialty that will you see you studying:

• Python, Java, Swift and SQL – highly sought-after skills in the Australian job market¹.
• Agile and SCRUM methodologies
• Data Structures
• Design Patterns with C++
• Cloud and Concurrent Programming
• Web Technology

What you'll learn

In the Graduate Diploma in Data Science you will learn current techniques in data science, and how to apply this knowledge professionally. You will develop:

• cognitive skills to review, analyse, consolidate and synthesise knowledge and identify and provide solutions to complex problems in data science

• cognitive skills to think critically and to generate and evaluate complex ideas

• specialised technical and creative skills in data science

• communication skills to demonstrate an understanding of theoretical concepts

• communication skills to transfer complex knowledge and ideas to a variety of audiences

Mechanical engineering is a diverse field that can be applied right across industry – from robotics and automation to manufacturing, defence technology, aerospace, mining, construction and energy.

The Bachelor of Engineering (Honours) (Mechanical) will see you learn to engineer solutions to everyday challenges. You will discover the latest in machinery design, advanced materials, manufacturing technologies and sustainable energy systems.

What you Learn

In your first year you will develop a strong, general foundation in engineering including computer programming, applied mathematics and physics. As your studies progress you will develop advanced knowledge and skills in dynamics and controls, fluid mechanics and thermodynamics, mechanical system design and digital prototyping, and advanced materials and renewable energy technology.

Our UniSA STEM Professional Practice Program allows you to apply the skills and knowledge you've acquired throughout your degree in real-world settings.

At least half of the honours year will involve a major project. You will take the lead as an engineer in a project environment, working with industry, a government organisation, or an academic research area. There is also the option to do a full-semester internship.

This master degree offers innovative, integrated studies in sustainability, natural resources, and geospatial sciences.

It provides the opportunity to pursue higher level study before entering the workforce. It also fulfils the formal continuing professional development needs of environmental scientists and managers already in the workforce.

The University of South Australia’s environmental studies programs have been developed in response to industry demand. They are designed to meet the increasingly diverse responsibilities and challenges faced by managers, and the growing demand for skilled resource management practitioners. Courses are delivered by our highly qualified lecturers, and by industry practitioners from various government departments and private enterprise.

What you'll learn

You will explore the theory and practice of managing and sustaining our natural and built environment through core courses and advanced electives. You will also complete a Master Thesis. You will develop skills in:

• understanding and managing resources within a sustainability framework
• understanding and applying systems thinking
• spatial data management and analysis
• project management

This industry-relevant postgraduate qualification is for students who have already completed a three-year bachelor degree and would like to increase their employment prospects with a teaching qualification specialising in primary education.

The curriculum is practical in nature and is solely focused on the education of children from Reception to Year Seven. Practical learning is a major component and you will complete 60 days of professional experience placements, starting in the first year of study.

What you'll learn
This degree has been designed to develop skilled, committed and flexible primary school educators.

The focus is on practical learning and you will gain the skills needed to teach across the core curriculum learning areas in schools from Reception to Year Seven. There are three major study areas:

• Curriculum studies
• Professional experience
• Education studies

What you'll learn

During your degree you will complete a year-long project in a major industrial, scientific or commercial project in aviation, guided by an academic supervisor.

You will develop skills in literature search and review, research methodologies, experimental design, data analysis and research ethics, and have the opportunity to tailor your learning to your interest areas with guidance from your academic supervisor.

Topics include:

•     Human Factors
•     Aviation Safety and Safety Management Systems
•     Airline and airport operations
•     Aviation Strategic Management
•     Aviation regulation and law

This innovative qualification will provide you with skills and expertise related to information systems in a business context.

Taught by world-class lecturers, researchers and practitioners, you will learn about IT stakeholder engagement, business intelligence and the day-to-day operations of information systems. 

If you finish this Graduate Diploma and want to do further study, consider going on to the Master of Information Technology (Enterprise Management).

What you'll learn

You will study seven courses in universal IT practices:

• Business practices
• Project management
• Business system analysis
• Business intelligence and analytics
• Security principles
• Professional communication
• IT concepts