Master of Mathematical Sciences

at University of Wollongong - Wollongong Campus Australia

Machine learning is an essential approach to analysing and extracting useful information from a wide range of big data; it provides the fundamental tools for big data analytics. There are numerous applications requiring professionals with advanced skills in machine learning and big data. These applications include image recognition, computer vision, speech recognition and natural language processing, intelligent robotics, smart cars, automation, online search and recommendations, financial trading and risk management, healthcare, and personal and public security.

The Master of Computer Science (Machine Learning and Big Data) focuses on preparing Information and Communication Technology (ICT) professionals with a Bachelor degree in Computer Science or Information Technology for the challenges of rapidly advancing ICT technologies. This degree will be a valuable asset if you are seeking to further your career in managerial roles related to information technology. It can also prepare ICT professionals for entry into research degrees: Master of Philosophy and PhD.

This degree

The Master of Computer Science gives graduates the ability to solve complex real-world problems by integrating computer science methods with effective management strategies, and by developing and deploying computer applications.

What you will study

You will study subjects in Machine Learning Algorithms and Applications, Big Data Analytics and Computer Vision Algorithms and Systems. You will acquire the ability to solve complex real world problems and meet the demands of society for big data scientists and specialists in a wide range of fields. You will be able to put theory into practice with an individual capstone project.

Cyber-physical systems, the Internet of Things (IoT), cloud computing and cognitive computing are changing how we manufacture and organise our work sites. As automation and data exchange in manufacturing technologies become more widespread, and technologies continue to evolve at a rapid rate, the need for technology professionals is steadily increasing. This Bachelor of Technology degree is for the future technologists who will build and secure the networks of the future (Cyber Network Security) and bring about the 4th Industrial Revolution (Industry 4.0). The degree provides a balanced split between the software and hardware skills, while also providing a strong focus on working in multi-disciplinary teams and the integration of industry experience.

What you will study

• During your first year you will study programming, mathematics, electronics and web programing. You will then move on to specialise in either Industry 4.0 or Cyber Network Security.
• In the Industry 4.0 specialisation you will study autonomous systems, IoT, big data mining techniques and implementation, and cyber security or AI.
• In the Cyber Network Security specialisation you will study subjects in ethical hacking, communication systems, engineering design, electronics, digital hardware, web technology and signals and systems.

This degree
This degree is for innovators and problem-solvers with an interest in developing skills across the fields of software and hardware to work in the industries of the future.

Industry 4.0 is the Fourth Industrial Revolution and refers to the automation, networking and securing of industrial and manufacturing processes. Industries must be flexible in adapting to technology changes, and leveraging off new opportunities to remain globally competitive.

Industry 4.0 is focused on the development of intelligent networking of machines and processes with the objectives of ensuring a competitive manufacturing sector and developing infrastructure for economic growth.

A specialisation in Industry 4.0 will provide you with the technology skills to automate, network and implement Artificially Intelligent systems.

Cyber Network Security has been identified as a strategic priority in Australia to meet the demands of law enforcement, national and state governments, and our defence, security and finance industries. With the ongoing challenges of national cyber security, it is critically important to secure our national infrastructure such as energy, transport, food, water and services such as healthcare, education, emergency services and finance.

Combining a Bachelor of Communication and Media with a Bachelor of Arts degree places a strong emphasis on applied learning and offers a broad introduction to ways in which new media practices shape our everyday lives, both in the workplace and in our communities. It will equip you with critical and creative thinking skills and effective communication and problem solving skills, all of which are required for high achievement in a range of media or related careers. 

A Bachelor of Arts degree is one of the most popular degrees at University. Students who are passionate and curious about humanity and society enjoy the breadth and flexibility of the Bachelor of Arts degree. This degree will allow you to hone your skills of analysis and interpretation, and your ability to synthesise complex ideas; skills that are essential to practical problem solving and highly valuable to a wide range of employers. Every real-world problem today has a cultural and social dimension that can be understood using the skills you will gain doing a Bachelor of Arts degree, whichever major you choose.

The Bachelor of Communication and Media degree offers students a strong foundation in the global communication and media industries. This degree has a focus on preparing students for global careers in digital and social media, visual communication design, journalism, screen media production, marketing, communication and advertising. Students will encounter key ideas in the study and practice of media and communications, and gain flexible and transferable skills that will prepare them for informed engagement with the changing world of global media culture.

What you will study
You will choose one major in the Bachelor of Arts degree; Archaeology and Ancient History, English Literatures, Environmental Humanities, French, History, Indigenous Studies, Japanese, Legal Studies, Mandarin (Non-Chinese Background Students), Mandarin (Character Background Students), Philosophy, Photography, Politics, International Relations, Sociology, Spanish, Creative Writing, or Writing and English Literatures. In addition to the arts major you will also choose a minor or a second major from the Bachelor of Arts offerings.

The Bachelor of Communication and Media offers five majors - Digital and Social Media, Visual Communication Design, Journalism, Screen Media Production and Marketing, Communication and Advertising. You will need to select one major to specialise in throughout the duration of your degree

The key priority for Environmental engineers is a concern for the environment and how it interacts with people and projects. Their work involves developing engineering solutions to environmental problems that impact our land, water and air quality, with an aim for sustainable development.

Environmental engineering embraces broad environmental concerns, including water quality and supply, groundwater protection and remediation, wastewater treatment, indoor and outdoor air pollution, solid and hazardous waste disposal, supply of safe drinking water, cleaning contaminated sites, preserving sensitive wetlands, and prevention of pollution through product and process design.

Environmental engineers balance competing technical, social and legal issues concerning the use of environmental resources.

This degree
You will study a common first year allowing you to learn more about engineering and its different fields before deciding which discipline to study. The common first year provides you with sound fundamentals in mathematics, statistics, physics, chemistry, computing, engineering science and communication, mechanics, materials and fluids. You then focus on your chosen major study from second year. Your degree includes a 12-week hands-on industry placement. You may gain credit for relevant work experience, either in Australia or overseas, by participating in our Professional Options Program.

Engineers work in a variety of industries, for example: construction, mining, resources, aeronautical, electronics, engineering management, telecommunications, power generation and distribution, renewable energy, aerospace, water resource management, robotics and manufacturing, railroad and shipbuilding.

What you will study
As an engineering student at UOW you will have access to fully-equipped laboratories and the latest computer-aided software that is used in modern industrial workplaces. Our lecturers encourage you to approach them and get involved in industry projects and learning opportunities so you get the most out of your university education.

Our engineering students are trained through practical learning experiences including:

• Laboratory experiments
• Problem based learning
• Computer simulations
• Teamwork assignments
• Industrial case studies
• Project management
• Site visits to industry

Nutritionists are scientists who attain, maintain and promote the health of the public through nutrition research, communication of nutrition information or public health forums. Dietitians are specialist nutritionists who, in addition to these research and public health roles, are accredited to work with individuals and groups to help improve their health outcomes and quality of life. This occurs in settings such as the community, hospitals, private practice, research, and food service. You will undertake clinical experience in general and specialist hospitals in local, regional and rural areas, as well as in a variety of community and industry settings.

This course is designed to meet the core fields of competency, including the key areas of professional practice, improving nutrition outcomes for individuals, groups and communities, critical thinking and evidence-based practice and collaboration with stakeholders. These skills can then be applied to all areas of practice including clinical dietetics in hospitals and private practice, community and public health nutrition, food service systems management, and research.

Combine an accredited psychology degree with a degree in Criminology, to broaden your knowledge and develop your competitive edge. You can qualify for entry to the fourth year of Psychology, required for provisional accreditation as a psychologist.

This degree
You will undertake comprehensive study in processes basic to human psychological functioning, combined with specialised studies that enable you to understand the causes, control, consequences, and prevention of criminal behaviour at the individual and social levels.

Psychology is the scientific study of the human mind and its functions, and how they influence behaviour. Psychologists use research findings to help us understand who we are and how we think, feel, act and change. By understanding these aspects of human behaviour, psychologists are able to promote wellbeing and understand psychological problems affecting people.

Criminology critically examines debates about crime, and how various contested theories and values translate into criminal justice policies and practices. This knowledge and skill set will allow you to contribute to addressing the complex and changing needs of individuals, families and communities in the face of technological, economic, environmental and social change.

The skills and knowledge you will acquire from these combined degrees will give you a distinct advantage in your professional objectives after graduation.

What you will study
In the first year of your degree you will study the foundations of psychology, learn about research methods and statistics, and complete a common set of core subjects from a number of social science disciplines.

In subsequent years, you will undertake study in personality, biological psychology and learning, cognition and perception, and developmental and social psychology.

The Criminology major will focus on criminology subjects relating to offenders, victims and agents of control, multidisciplinary understandings of crime, crime prevention, safe communities, security, probation and parole, human rights, and community justice.

Additional electives and minors from the Social Science, Arts and Science disciplines are also available to complement your studies.

Medicinal Chemistry covers all elements of the development of new medicines for human use, including the isolation of new medicinal agents from natural sources, the design and synthesis of new drugs, and understanding the cause of diseases at the molecular level. Medicinal chemists design and synthesise new medicinal and pharmacological agents, monitor guidelines for testing drugs and analyse drug regulatory affairs, assess patent applications for new drugs, and teach in tertiary institutions.

The Bachelor of Medicinal Chemistry (Honours) provides excellent training in the modern techniques of chemical science applied to the development of new diagnostic and therapeutic agents. During the fourth (Honours) year of this degree, you will undertake a substantial piece of independent research in Medicinal Chemistry, under the supervision of a leading researcher, together with other course work. On completion you will be ready for a career in the pharmaceutical industry, government agencies (health, agriculture, food and drug administration), or research organisations.

A Bachelor of Arts (Psychology) – Bachelor of Laws from UOW will equip you with a comprehensive legal education: a world-class degree that provides a thorough grounding in the law, as well as a real-world focus on the essential practical skills and the social and ethical context in which the law operates.

Combining Law with a Bachelor of Arts (Psychology), you will attain knowledge of biological and social bases of behaviour, cognition and perception, social and developmental psychology, personality, and applied psychology. This combination gives you an in-depth understanding and reasoning of the human experience that can enhance your skills as a legal practitioner.

We believe that practical experience is a vital part of your legal training. We are the only law school in New South Wales that requires you to complete a legal internship, providing highly valued industry experience.

We are committed to social justice and providing a legal education that engages with the complexities of law's intersection with society.

This double degree delivers a practical and contextual legal education that prepares graduates not only for traditional careers in the legal profession but also for a wide range of careers in government, business and community organisations – as leaders, innovators and problem solvers.

What you will study
The Bachelor of Arts (Psychology) – Bachelor of Laws covers the prescribed areas of knowledge for future admission to the profession as well as including a choice of electives. Additionally, an integrated skills program equips graduates with experience in areas such as legal research, interviewing, legal drafting, advocacy and negotiation. Opportunities also exist to undertake subjects by way of an international exchange. Psychology subjects will include biological and social bases of behaviour, cognition and perception, social and development psychology, personality and applied psychology.

The Master of Clinical Exercise Physiology will allow you to upgrade your undergraduate exercise science qualifications so that you can work with individuals with disease and injury in the broader community. Clinical exercise physiology is an area of allied health that is specifically concerned with using exercise to restore good health and physical capability to people after illness or injury, or to improve the quality of life and manage physical function in people with chronic disease and physical disabilities.

This degree includes advanced clinical training for work as an exercise physiologist. As part of the course you will undertake 360 hours of clinical workplace experience. Completion of these hours is required in order to graduate. This experience is an essential part of the learning process and will allow you to put into practice what you've learned in the course to ensure that you will be work-ready for industry practice in both public and private facilities with a clinical focus.

Computer and Autonomous Systems Engineers design computer hardware and systems for all aspects of daily life and in any industry where computer and autonomous systems are prevalent – driverless cars, autonomous aerial vehicles, Artificial Intelligence Systems, computer hardware design, medical equipment, automotive and transport sector, smart buildings, automated public infrastructure, manufacturing, automated production line processes and service delivery and design of personal electronic devices and Internet of Things.

They work across a wide range of sectors including robotics and manufacturing, surveillance, medical, transport, construction, telecommunications, power generation and distribution, renewable energy, resources – any industry which requires personnel with expertise in the design and applications of computer systems and hardware, especially the interfacing of computers with other machinery.

This Degree
You will study a common first year allowing you to learn more about engineering and its different fields before deciding which discipline to study. The common first year provides you with sound fundamentals in mathematics, statistics, physics, chemistry, computing, engineering science and communication, mechanics, materials and fluids. You then focus on your chosen major study from second year.

Your degree includes a 12-week hands-on industry placement. You may gain credit for relevant work experience, either in Australia or overseas, by participating in our Professional Options Program.

Engineers work in a variety of industries, contributing within teams for complex projects and taking a lead role in design work, troubleshooting, testing, analysis and verification of component and system performance, project management, and system commissioning.

What you will study
In the Bachelor of Engineering (Honours) - Computer and Autonomous Systems Engineering you will study electrical engineering, software design and hardware-software integration, from the development of super computers to circuit design. You will acquire specialist expertise in the fields of computer architecture and software design to combine hardware and software solutions to solve practical problems.

After completing two years of physics, maths, computer programming, circuit theory and general engineering-based subjects, the later years of the Bachelor of Engineering (Honours) Computer and Autonomous Systems Engineering focus on the development of high level computer engineering capabilities including:

• Hardware Design
• Software Design
• Signal Processing
• Multimedia Control Systems and Robotics
• Autunomous Systems

From second year you also have the option to complete a double major, combining Computer and Autonomous Systems Engineering with Electrical and Electronics Engineering.