Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

The Bachelor of Science Advanced Honours (Biomolecular Physics) degree is for high-achieving students interested in a challenging program leading to a career in scientific research. The UOW Honours website provides lots of useful information regarding research opportunities, scholarships, and application procedures.

Biomolecular physicists are integrated across a wide range of careers including commercial biomedicine, instrumentation and biotech companies (e.g. Sigma and Life Technologies). They assist in developing molecular diagnostic instrumentation for government and institutional research laboratories, as well beam-line scientists at National Research Facilities (e.g. ANSTO and the Australian Synchrotron).

Biomolecular Physicists work closely with other scientists with an aim to develop a better understanding of diseases and improve treatment and diagnostic, and recovery in a range of medical conditions. They seek to develop new methods and technology to assist with better food processing and preservation. This degree will excite and challenge students with an aptitude for physics and mathematics and an interest in biology and chemistry.

What you will study
This degree requires completion of subjects in physics, mathematics, chemistry, biological science and statistics. You will also study specialist subjects in imaging, structure and dynamics of living and soft matters. These lectures will be provided by experts from within UOW and at external research institutes. You will participate in various enrichment activities and develop a close association with an appropriate member of one of the Faculty’s research teams.

Health and Physical Education teachers educate and promote a range of movement areas including games and sports, dance, gymnastics, aquatics and athletics. They also promote healthy lifestyle issues in schools to encourage lifelong movement, healthy behaviours associated with drugs, good nutrition, self-esteem development, knowledge about sexual health and interpersonal skills.

This four-year degree gives you expert theory and professional experience for employment as a Health and Physical Education teacher. You may also gain employment in other educational environments, with roles such as Game Development Officers and coaching in sports or active after school care programs. You will learn through face-to-face delivery in classrooms, online learning and community settings.

You will complete extensive professional experience throughout your degree, which allows you to learn by observation and apply your skills in the classroom. This includes a Professional Experience (PEX) in second and third year with a final seven week PEX/Internship in fourth year. You will also have opportunities for rural and international professional experiences, to study overseas with UOW's international exchange and study abroad partners, and to join international cultural immersion programs.

You can also apply for the Honours program, which is embedded in third/ fourth year, involves a research project under academic supervision. Entry to honours is based on application and merit.

What you will study
You will study health and physical education subjects including movement skills, games and sports, rhythmic movement, mental health and sexuality, relationships, drug and personal safety, curriculum and pedagogy (the method and practice of teaching), anatomy and physiology, biomechanics and educational foundations. You will also study broader complementary subjects including Aboriginal Education, Information and Communication Technology, Learners with Exceptional Needs, Educational Research, Communication, and Risk and Behaviour Management.

Teaching is an academically rigorous profession and teachers play a critical role in our communities. Strengthening requirements for studying teaching degrees in an initiative of the NSW Government to ensure that initial teacher education programs prepare high quality graduate teachers who can respond to the needs of all learners to make a positive impact on student learning. At UOW we are committed to ensuring our graduates are of the highest standard by setting appropriate entry criteria and maintaining a strongly developmental program that supports teacher education students from diverse backgrounds with diverse experiences, abilities and perspectives to become the teachers of the future.

The Master of Engineering (Mechatronic) aims to address the application of fundamental principles and methods at an advanced level in the context of standards and practices, modelling, analysis, design and practical implementation. You will focus on current advances in the area such as microcontrollers, nanotechnologies, control systems, sensors and actuators and electro-mechanical interfacing. You will work with automated systems that feature computer control, such as robots, automobiles and CNC machines.

This degree

The Master of Engineering delivers expert skills and applied competencies required for the professional engineer. It is designed to train and enhance professional practice, advance technical and specialist skills, and provide an opportunity to put theory into practice with applied projects and research. The degree also delivers communication, strategic and project management skills essential to the practising engineer.

What you will study

You will complete the core subjects in Professional Communications and Engineering Workplace Practice, Innovation and Design, Advanced Robotics, Engineering Computing, Project Management, and Research Methods.

For the Mechatronic major you will study subjects in Advanced Manufacturing Processes, Strategic Management for Engineers and Technologists, Intelligent Control, Sustainability for Engineers, plus electives selected from the Mechanical and Electrical Engineering majors. You will also complete an advanced project.

Massive increases in the volume of data available across all industries and sectors have led to a growing need for professionals who can design, organise, manage, and manipulate datasets. UOW's Master of Mathematical Sciences (Data Science) will help you meet this growing demand, equipping you with the skills to analyse and extract useful and practical insights from complex data sets and to clearly articulate these findings to a range of audiences.

What you will study
In your first year, you will study core preparation and foundational subjects in mathematics and data science. From your second year, you will also study advanced topics and investigations in areas such as data mining, analytics, machine learning, information design, and big data management.

You will have the opportunity to complete cross-disciplinary subjects in other fields where mathematics and statistics are critical, such as finance, engineering, health, and computer science. You will also complete a research or coursework-focused capstone subject.

Are you interested in understanding the links between the brain and behaviour? Do you want to understand the biological building blocks of behaviour? The Bachelor of Neuroscience will provide you with a sound understanding of the molecular, neural and cognitive underpinnings of behaviour as well as providing grounding in the investigative research methods used in the area.

What you will study
You will study the biological basis of behaviour and learn about how the brain links to human behaviour. Using a foundation in biology, chemistry and psychophysiology, the Bachelor of Neuroscience will provide you with the groundwork for applying this knowledge to addressing questions in understanding how we think, the processes underpinning ageing, neurological and mental health disorders.

This degree
Your first year will provide you with a broad understanding of foundation level biology, chemistry, physiology and psychology. You will learn the basics of writing research reports, laboratory skills, scientific communication and the scientific knowledge that will be examined in depth later in the course. During your second and third year, you will gain knowledge on specific topics such as pharmacology, cognitive sciences, genetics and quantitative research methods. Throughout your degree you will be an active scientist, gaining scientific skills which will be applied during a research internship in your third year.

Mandarin is the first language of more than one billion people and is the most spoken language in the world. China has a 5,000-year history and culture and boasts the fastest-growing economy worldwide. Cultural and economic exchange between China and its neighbours is continually increasing and Chinese language skills are now in great demand. This UOW degree is for students who already know Chinese characters, but who either speak a Chinese dialect such as Shanghainese, Cantonese or Taiwanese and do not speak Mandarin, or wish to improve their Mandarin skills.

At UOW, you will study Mandarin language, grammar, culture and history. You will learn Mandarin from the comparative linguistic perspective and be able to express yourself clearly and accurately in spoken and written Mandarin in a wide range of situations including social and the global business market. You will learn to recognise and respond personally to differences between Chinese culture and your own cultural heritage by analysing film, poetry and other cultural products.

What you will study
Core subjects will teach you to speak Mandarin in social situations before moving on to speaking advanced Mandarin, and learning about Chinese heritage, modern Chinese history and contemporary China.

In addition to the Mandarin major you will choose a minor or a second major from the Bachelor of Arts offerings.

Studying a double degree combination of Bachelor of Creative Arts and Bachelor of Arts offers a vibrant and progressive approach to learning. The Bachelor of Arts allows you to gain experience in analysing and synthesising complex ideas; skills that are essential in real-world problem solving and highly valuable to a wide range of employers. The Bachelor of Creative Arts supports you to develop your creative, practical and conceptual skills enabling you to join the creative industries, one of the fastest growing sectors in the world.

UOW offers hands-on studio production with critical reflection, and practice-based subjects with theoretical analysis in study areas including creative writing, music, visual arts and visual arts and design. A double degree encompassing both the Creative and the Liberal Arts gives graduates the edge in a world that increasingly values flexibility and interdisciplinary knowledge.

In Australia, over 600,000 people create a living from working in film, television and radio as well as pod and webcasting; writing and editing; recording and performing; advertising and marketing; visual arts, design and architecture; as well as in museums, galleries, theatres and arts organisations. The practical learning undertaken in the creative arts is complemented by the interpretive and critical skills offered by study in the humanities, leading to employment in the public, private or non-for profit sectors and giving you an edge in the global marketplace.

What you will study

The Bachelor of Creative Arts involves the study of theory and practice-based work in the following major study areas: Creative Writing, Music, Visual Arts and Visual Arts and Design.  You will choose one of these majors as well as a major in the Bachelor of Arts degree:  Archaeology and Ancient History, English Literatures, Environmental Humanities, French, History, Indigenous Studies, Japanese, Legal Studies, Mandarin, Mandarin , Philosophy, Photography, Politics, International Relations, Sociology, Spanish, Creative Writing or Writing and English Literatures.

The Honours program is an alternative option for students going into the second session of third year from either the Bachelor of Health and Physical Education pass degree or the Bachelor of Health and Physical Education (Dean's Scholar) degree.

Students have the opportunity to be involved in a research project of their own choice or interest or work with a Health and Physical Education academic as part of their research. All students will receive supervision throughout their research project and will be required to complete a thesis detailing their research project, their methods and their findings. Participation in the Honours program can lead to further research opportunities as a postgraduate student.

Honours students are encouraged to:

• Make a contribution to theory, research and pedagogy of education
• Conduct independent research in the form of a thesis as well as other forums such as conference presentations and journal articles
• Seek out opportunities and apply knowledge in educational research that will contribute beneficially to educational research and practice
• Participate in the research culture within the School of Education

What you will study
You will study health and physical education subjects including movement skills, games and sports, rhythmic movements, mental health and sexuality, relationships, drugs and personal safety, curriculum and pedagogy (the method and practice of teaching), anatomy and physiology, biomechanics and educational foundations.

You will also study broader complementary subjects including Aboriginal Education, Information and Communication Technology, Learners with Exceptional Needs, Educational Research, Communication, and Risk and Behaviour management.

The Honours year requires students to learn to conduct educational research in ways that are intellectually honest, with professional integrity and knowledge and enactment of appropriate ethical standards; and become aware of changing conditions and situations in research settings.

Criminologists take an interdisciplinary approach to understanding why people commit crime, how societies conceptualise harm, and why some harms are classed as crimes while others are not. Criminologists also investigate how societies respond to crime and whether our responses are effective and fair for offenders, victims and the general community. Social Science draws on a range of disciplines to critically examine current debates and how various contested theories and values translate into policies and practices

This degree
The UOW Bachelor of Social Science (Criminology) involves a common foundation of compulsory social science subjects combined with a major in Criminology. You will complement your degree with a minor study area or elective subjects from any field in the University offering cross-faculty enrolment. You may choose to complete your electives abroad, or stay local and undertake activities to build your cross-cultural communication skills. This degree provides a strong foundation for postgraduate studies in research, Social Work, Public Health, Work Health and Safety and Teaching.

What you will study
Foundational subjects in social science include social determinants of health, human geography, sociology, interdisciplinary competencies and career ready learning. You will also begin your major in first year.

During your second and third years you'll focus on criminology subjects relating to crime and justice with options to extend and explore issues around youth crime, environmental crime, innovative justice, power and resistance, research methods and more.

The Master of Earth and Environmental Sciences is for students who wish to extend their knowledge and diversify their skill base within a range of sub-disciplines of the Earth and Environmental Sciences, and in particular, Environmental Science, Geology and Physical Geography.

What you will study
This degree will serve as a refresher program for graduates wishing to explore specific combinations of topics in greater detail; a program for professionals already practicing aspects of Earth and Environmental Sciences seeking additional analytical skills, and as a stepping stone for graduates intending to proceed to a higher degree by research, upon completion of the program.

With the appropriate qualifications and laboratory skills, you can be awarded credit for these preparatory subjects.

This degree
The degree emphasises the interconnectedness of the many sub-disciplines within the Earth and Environmental Sciences where content will be explored through the common core first year subjects. The Master of Earth and Environmental Sciences is designed through the lens of global perspectives in science where you will use drones and artificial intelligence technology.