Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

Psychology is the scientific study of the human mind and its functions, and how they influence behaviour. Psychological research seeks to identify those mechanisms that explain behaviour in various contexts. 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. Psychologists' clients include children, adults, couples, families and organisations.

This degree
The Bachelor of Psychological Science is a three-year undergraduate degree. You can make a choice to deepen your studies in psychology with the objective of becoming a registered psychologist or you can take complementary studies from UOW's wide variety of disciplines to develop other career pathways where knowledge of psychology is advantageous.

Students with an excellent academic record and an extended major in psychology can apply for entry to the additional one-year Bachelor of Psychological Science (Honours) degree, a prerequisite to professional registration.

If you combine your studies with a second major, or minor options from Social Science, Arts, Commerce or Science, you can prepare for a wide variety of careers involving human resources, marketing, social research, work health and safety and many more.

What you will study
During this degree you will study the foundations of psychology and learn about research methods and statistics. You will also undertake study in the following areas:

• Personality
• Biological psychology and learning
• Cognitions and perception
• Development and social psychology, and
• Psychology of abnormality

The Bachelor of Journalism - Bachelor of Science double degree allows you to present science in an effective and persuasive way to a range of audiences. Media organisations are frequently looking for journalists who can offer specialist skills and industry knowledge. As a result of this double degree, you will be able to analyse and interpret theories and findings while engaging your viewer, listener or reader.

The Bachelor of Journalism provides in-depth hands-on training in journalism, converging media (radio, TV, web, phone, tablet), digital communication and multimedia storytelling. It has a strong professional focus, with an emphasis on practical learning with studio-based studies in multimedia content production. You will learn to research, produce and present entertaining and timely stories through video, audio, print and digital technologies including podcasting and webcasting, working both independently and collaboratively.

The Bachelor of Science will give you a broad understanding of your chosen specialisation, helping you apply an evidence-based approach to the natural and social world.

Studying a Bachelor of Arts degree alongside a Bachelor of International Studies will give you essential skills, including critical and creative thinking, effective communication, and problem-solving, all of which are required for high achievement in a range of global 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.

International Studies is the analysis, appreciation and study of the diversity of the global community. It examines the relationships of politics, society, culture, language, and history in a range of countries and globally. International Studies teaches you how to analyse national and global issues. You will learn about the forces shaping the modern world and the theories that underpin our understanding of the most important global issues. You will also gain language skills and we strongly encourage students to undertake study abroad to further expand their skills.

What you will study
For the Bachelor of International Studies you will take some core international studies subjects and choose one major from International Relations or Global Sustainable Development.  As part of the degree you will also study a language minor, choosing from Mandarin, French, Italian, Japanese or Spanish.

You will also 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 choose a minor or a second major from the Bachelor of Arts offerings.

The Visual Arts and Design major is for those who love not only painting and making, but also designing for real-world environments. The course will develop your skills in traditional areas such as painting and drawing, print-making and photography, and sculpture and textiles. You will also learn contemporary digital design skills, including visual communication design, innovations in design practice and interface design – all underpinned by learnings in history and theory. This dynamic major offers extensive studio time, while equipping you with the design skills essential for success in the contemporary arts and creative industries.

What you will study
The structure of the course is based on a common Creative Arts first year, followed by parallel studies in visual arts and design. This will lead to a capstone project-based subject, which brings together both fields of study. You will also take part in a major showcase and public exhibition by the end of your degree. Student work is exhibited throughout the year.

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.

The 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.

High achieving students may be offered entry into the Bachelor of Nutrition and Dietetics (Honours) (Dean's Scholar).

Physics is a fundamental science and the foundation of engineering and other applied sciences. Physics is also utilised in an enormous variety of other disciplines ranging from climate studies to financial systems. Physicists have a very solid knowledge of the physical universe and apply this knowledge to initiate new and innovative ideas to further human development. They also solve complex problems and develop models to better understand and predict the behaviour of intricate systems.

Physicists contribute solutions in a broad range of areas, from everyday concerns in public health and safety to cutting edge advances such as the discovery of the Higgs boson.

Physics teaches you highly transferable skills that enable analysis and optimisation across many industries. You'll learn problem-solving, critical thinking and analytical skills that are in demand across all government and private sectors. Studying physics is a passport to work anywhere in the world.

This degree
You can choose from two study options:

• Basic Physics program designed with a minimum of compulsory subjects combined with elective subjects, or a second major in another discipline
• Full Physics program if you plan to undertake Honours and want to pursue a career as a professional physicist.

What you will study
You will learn the basis for making, interpreting and extending observations relating to the behaviour and structure of matter. When you choose the Bachelor of Science, majoring in Physics, you will study mechanics, thermodynamics, electricity and magnetism, vibrations, waves, optics, and modern, quantum and statistical mechanics. This will be complemented by a number of advanced mathematics subjects.

Geographers help shape the future by understanding, explaining and predicting both human and physical environments. You will study the human and physical forces that shape the planet and the political, social and environmental issues that arise as a consequence of human interactions with the Earth. Never before have geography skills been so important: faced with anthropogenic climate change and predictions of rising seas, bushfires and flooding, geographers will help understand and plan for a sustainable, socially just and resilient future.

Equally, in an era of massive data of both physical and human processes, geographers have never been better positioned to support decision making and planning at all levels of government and business.

Your degree
The Geography program at UOW includes the opportunity to undertake practical laboratory and fieldwork, taking advantage of the local Illawarra environment including urban and heritage landscapes, coastal landscapes, rainforest escarpment and freshwater ecosystems.

You will develop the knowledge and skills to apply the latest technologies in spatial analysis and satellite imagery within the context of these environments. These skills are in demand across a broad range of sectors including government bodies, industry, and consultancies.

What you will study
You will learn skills in logical and critical thinking, creative problem-solving, practical research, organisation and project management, numeracy, statistical literacy, computer applications (including geographic information systems), and strong communication. You will apply these skills to problems in physical and human geography, studying the natural environment, its processes, and the interaction of these with human society and the way it shapes and is shaped by the natural world.

Your studies will include climate change, biogeography, coastal and fluvial environments, populations, urban and regional societies, spatial geography and environmental management.

On completion, high performing students considering further study or a career in research should consider the Bachelor of Science (Honours) program. This one year degree offers students a pathway to expanding their knowledge in geography and achieving their postgraduate research aspirations.

As data sets continue to expand exponentially, connecting data with artificial intelligence technology can provide new insights that are critical to solving complex problems.

Big Data can solve problems in science, society and business including population growth, transport, security, medical technology, trade and commerce. However, data first needs to be processed and refined so we can gain intelligence and make better decisions.

Artificial Intelligence (AI) aims to develop computer software and hardware to enable machines to learn from experience, adapt to new, incoming information and tackle tasks that require human-like thinking.

The most common examples of AI today - from chess computers to driverless vehicles - are based on deep learning, computer vision and natural language processing and various other methods. With these technologies, computers can be trained for specific tasks by processing large amounts of data and recognising patterns in the data.

AI is being integrated into every major technological system in the world in healthcare, legal and financial services, manufacturing, education, transport, agriculture, mining and other industries where automation and robotics can enhance production and improve safety.

What you will study
You will study subjects in the foundation of AI and Big Data, augmented and virtual reality and complete subjects in foundations of AI, modern AI, Big Data management, Big data mining techniques and implementation.

Technology can only advance if someone creates the materials needed to turn ideas into reality. Materials engineers play a key role in reducing environmental impact through recycling, redesigning processes to reduce waste, and developing high performance materials for new energy technologies.

Materials engineers apply knowledge of science and engineering to turn raw materials into finished products: everything from construction materials and consumer goods to advanced electronics and biomedical implants such as artificial muscles and bionic eyes. They understand how the structure and properties of materials can be controlled by composition and processing. They design and select materials and processing methods to suit a particular application.

There are countless opportunities in materials engineering, as the field supports every branch of engineering. Graduates work everywhere, from mining, materials processing, and manufacturing to aerospace and biotechnology. Many are researchers, creating new materials like superconductors and nanoparticles.

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 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

This major will provide you with a deep understanding of the complementary areas of physics and mathematics. You will learn the basis for making, interpreting and extending observations relating to the behaviour and structure of matter.

This degree
All subjects in this degree include a major practical component to complement and reinforce what you learn in lectures, and ensure you gain hands-on skills that prepare you for your future career. You will be become proficient in mathematical modelling of physical systems, preparing you for careers in a wide range of areas such as materials science and engineering, nanotechnology and meteorology.

What you will study
You will study classical, quantum and statistical mechanics, thermodynamics, electricity and magnetism, vibrations, waves and optics. These subjects will be underpinned and complemented by advanced mathematics subjects.