Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

Double degrees aim to broaden a student's knowledge and skill base and to improve career options in competitive, increasingly interactive fields. These programs are designed to enhance a student's educational, academic and professional qualifications whilst minimising the costs of their studies.

Studying Science in addition to Computer Science will increase employment opportunities in areas such as scientific programming or scientific management.

What you will study

You will also choose one major from the Bachelor of Science degree: Cell and Molecular Biology, Chemistry, Ecology and Conservation Biology, Environment, Geology or Physical Geography

A major in Environmental Humanities will equip you with the tools to analyse, critique and engage with contemporary debates about the environment. You will acquire a deep and critical understanding of the social contexts through which we experience environmental issues and problems such as climate change, species loss, adaptation, exploitation and natural disasters. You will gain a clear understanding of the role of cultural forces (histories, narratives, cultural values and ethics) that influence and shape relationships to the environment.

What you will study
You will investigate the works of key humanities thinkers in environmental debates, and how these manifest in policies, solutions and conflicts. It will explore ideas for alternative futures, Indigenous conceptions of country, and also how relationships with nature and other animals have been historically and culturally produced. The Environmental Humanities major brings together subjects from International studies, Philosophy, History, Indigenous Studies, Cultural Studies, Sociology, English, Contemporary Arts and Geography. All of the strengths of Humanities research and teaching (critical and creative thinking, questions of social justice, ethics and cultural engagement) will be brought into the domain of the environment. The development of Environmental Humanities is in response to 21st Century environmental crises of climate change; depletion of natural resources, species extinctions, mass migration, natural disasters, global inequalities and climate refugee crises.

Early Years education enriches learning in children from birth to five years by giving children the opportunity to maximise their potential and develop a foundation for lifelong learning. It focuses on the significance of early education to foster children’s health, development and wellbeing.

For the duration of this four-year degree Early Years students will engage in continuous professional mentoring through the Professional Partners in Practice (PPP) program. This will give you invaluable sector experience and professional connections that will enhance your employment pathways and opportunities.

Throughout the degree students spend up to 16 weeks teaching in Early Childhood Education and Care Centres and two weeks in the Community and Family sector, complementary to the mentoring experience within the Professional Partners in Practice program.

During your study you will 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 study on-campus at Wollongong with weekly classes, or in flexible mode. Flexible delivery means lecture content and other activities will be delivered online, while tutorials will occur during a one week block at Wollongong Campus. Students enrolled in the flexible instance have access to regional campus facilities and student support services.

What you will study

During this degree you will study:

• The development of young children and their connection to family, community, and culture
• Improving education and developmental outcomes for children
• Establishing relationships with children and families
• Cultural and social diversity
• Early intervention and transition to school
• Leadership and advocacy
• Creating physical and social learning environments.

A major in Global Sustainable Development explores ethical issues surrounding global challenges and the interaction between human and environmental security. With 2.4 billion people on the planet living on less than US$2 a day, poverty and inequality remain two of the biggest challenges of our time. Equally, environmental change is a major concern that will affect human activity for the foreseeable future.

The Bachelor of International Studies examines the relationships of politics, society, culture, language, and history in a range of countries. You will analyse national and global issues, focusing on the way global forces and interactions increasingly influence domestic politics. You will also be encouraged to study abroad or undertake a study tour.

What you will study
Core subjects will teach you the key theories, approaches and practices for promoting human development for the future. You can elect to do subjects that specialise in environmental issues from a range of different disciplinary perspectives, or you can focus on issues of development from economic, social and political perspectives.

The Graduate Certificate in Professional Accounting is an introductory course that provides a general understanding of accounting and related areas in business, including finance, statistics and economics.

Successful completion of the Graduate Certificate in Professional Accounting provides a pathway to the Master of Professional Accounting or Master of Professional Accounting Advanced, with credit of four subjects towards the Master's degree.

The Graduate Certificate in Applied Finance is an introductory course designed to provide a general understanding of areas in Applied Finance such as financial statement analysis, managerial finance, statistics and corporate governance.

Upon successful completion of the Graduate Certificate in Applied Finance, you may enrol in a Master of Applied Finance and be eligible for credit for the four subjects completed within the Graduate Certificate. Progression with credit to other Masters programs, including the MBA, may also be possible.

We value the importance of prior learning and work experience in this course and understand that not all mature age working professionals have completed an undergraduate degree. If you fit this profile, still apply for the course, as we will assess your other relevant tertiary qualifications or substantial relevant professional or managerial experience.

Biomedical Engineering is a multi-disciplinary field that enables engineers to combine engineering principles with biological and medical sciences. Developments in biomedical engineering provide vital skills and knowledge to enable change to the national health system and improve people’s lives, for example, developments in imaging, instrumentation, robotics, scaffolding, materials engineering, computer science and prosthetics. Students will study areas related to mechanical, electrical, artificial intelligence (e.g. evolutionary computation, neural network, fuzzy logic, machine learning) and aspects of modern biomedical systems. Graduates will develop a solid understanding of critical issues involved in developing biomedical systems in a global economy and make significant technological contributions to biomedical systems, both in Australia and abroad.

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

After completing the common first year you will study specific subjects in the areas of:

Anatomy and Physiology, Biomedical Instrumentation and Design, Biomedical Physics, Sensors and Actuators, Biomechanical Basis for Human Movement, Mechanical Design of Biomedical Devices, Biomaterials and Tissue Engineering, Artificial Organs and Implants, Ethics and Practices, among others.

The Bachelor of Business Honours year provides a bridge between undergraduate study and advanced research. With an Honours degree you can move into academic and/or public sector positions requiring advanced research and analytical skills that will aid policy formulation and analysis.

This degree

The program provides:

• Training in research skills using a variety of information systems (archives, the Library, databases, electronic research networks).
• An opportunity to practice articulating complex ideas orally and in writing.
• Practice in working closely with a supervisor on a project and in preparing a major project within a deadline.
• Experience in devising, researching and writing up an individual topic of study in an extended argument/thesis.

Some examples of government institutions that employ students who complete an Honours degree are the Reserve Bank of Australia, the Australian Treasury, and the Australian Productivity Commission.

Honours students will also have the opportunity to pathway into a research degree.

French is one of the two working languages of the United Nations and many other organisations actively engaged in international politics and welfare (such as the Red Cross, the Olympic Games, the EU). As the language of a former colonial power and a language spoken on all five continents, it continues to play an important part in the arts, politics and daily lives of millions of people throughout the world.

At UOW, you will study French language, grammar, culture and history. You can begin your study of the French language from scratch or from the intermediate level and become proficient in all four skills of speaking, listening, reading and writing. France has a history and fascinating culture. You will discover the events and socio-cultural forces that have shaped modern France, its people and language.

What you will study
Core subjects will teach you to speak French in a variety of social situations while learning French history, culture and society, including Francophone cultures outside of France. In addition to the French major you will choose a minor or a second major from the Bachelor of Arts offerings.

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. The Chinese (Mandarin) for Non-Chinese Background Students major is for students who have no prior knowledge of the language, or of Chinese characters.

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 for 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.