Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

Advance your understanding in the real-life applications of mathematics and statistics and expand your career opportunities with the Master of Mathematical Sciences at UOW. This course is designed for graduates with a background in maths and stats, to upgrade mathematical skills, and to gain a deeper understanding of how maths and stats intersect with business, government, and society.

This degree

This degree will consolidate and expand your existing maths and stats knowledge and will educate you in the practice of mathematics in other disciplines such as computer science, business, science, and psychology. You will also develop skills in undertaking research on mathematical or statistical problems that arise in other disciplines, including how to effectively communicate and synthesise complex information with others. Special emphasis is placed on readying graduates for employment through targeted study that focuses on the practical application of maths or stats across a range of industries.

What you will study

In your first year, you will study core preparation and foundational subjects related to your chosen specialisation from the following:

• Data Science
• Financial Mathematics
• Applied Statistics

In your second year, you will study advanced mathematics and statistics subjects aligned to your specialisation, as well as 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.

Students who do not wish to specialise in a major will build out their degree and subject choices through consultation with the Academic Program Director, allowing you to tailor your subject choices to align with your career goals and interests.

The Master of Applied Finance (Investing) is for students interested in acquiring an advanced understanding of investment and portfolio management.

You will study the theory and practice of financial management and gain an understanding of the global financial system. Additionally, competing approaches to corporate governance and business ethics will be developed, and you will learn how to provide protection against portfolio, financial and corporate risks.

Students are provided with realistic stock market simulations and are introduced to modern portfolio theory and practice with a focus on optimal investment decision-making. You will experience the pressure of live markets and learn how to manage portfolios through a portfolio simulation that allows you to trade shares, options, bonds, managed funds, international stocks with realistic stock market simulations.

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

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

This degree

The Bachelor of Computer Science - Bachelor of Mathematics double degree offers an opportunity to combine the power of mathematics with knowledge bases in other disciplines. Pure Maths, Mathematical Analysis, Applied Statistics, and Industrial Maths are some of the programs that can be combined with Computer Science.

Business information specialists are trained to analyse business problems and find possible IT solutions for these problems. This ranges from running an efficiency audit on a company's information systems through to analysing the effectiveness of a file management system and designing business software applications.

Business information specialists are also involved in the analysis, design, implementation, maintenance and enhancement of computer-based information systems critical to the successful operation of modern organisations. These specialists require a sound understanding of the business requirements to develop information systems and solutions to meet identified business needs and must deal with users at all levels within an organisation.

This course is specifically designed to prepare you for a career as a systems analyst or an information systems specialist. As well as having the capability of working in a business environment, graduates can work for the government or non-profit organisations.

This degree
The Bachelor of Business Information Systems provides foundation knowledge of organisational areas in IT, including:

• Database management and security
• Networks and Communications
• Human-computer interaction
• Principles of eBusiness
• IT project management
• Management Information Systems
• Project

You will also study key commerce subjects such as accounting and management. In your final year you will develop your own application as part of an annual student team project, developing solutions to real-world problems provided by our industry partners.

What you will study

• Business analysis systems and design
• Programming
• Data management
• Business systems infrastructure and security

You will also study key commerce subjects such as accounting and management. In your final year you will develop your own application as part of an annual student team project, developing solutions to real-world problems provided by our industry partners.

International Relations is a vibrant, growing and constantly evolving discipline designed for students interested in careers in international organisations, foreign affairs or any organisation that has a focus beyond Australia’s borders. Whether it is the latest peace deal in a conflict zone, aid package, humanitarian relief operation, trade deal or climate negotiation, studying International Relations at UOW helps you understand the motives behind the actions taken by states, international organisations and the many other actors in global politics. While studying a Bachelor of Arts (International Relations) at UOW, you will learn how to apply critical thinking and analytical skills to real world issues to inform thinking and practice in business, government and not for profit sectors.

What you will study
You will undertake core subjects on how global politics works, how security is organised, how conflict is managed, and on the role of the state in the new millennium. You will partake in a model United Nations (UN), discussing ideas and brainstorming solutions to global challenges as model diplomats learning not just about the UN, but about negotiation skills and policy development. You can choose from a range of electives covering issues including war, peacekeeping, international law and global political economy.

This degree is for high achieving students who have completed a three-year Bachelor's degree with a major or specialisation in either Human Geography or Environment and Heritage Management, and achieved the required academic standard. This Honours year is an added year of study at the end of the general Bachelor degree, and involves a year of research training.

This degree
This one-year Honours program provides you with the opportunity to undertake research on a topic of interest. An Honours degree may be used as a gateway to higher research degrees, a research-focused career, or for professions requiring advanced analytical and investigative skills.

What you will study
The UOW Bachelor of Science (Honours) majoring in Human Geography, or Environment and Heritage Management investigates issues of global significance, especially the human impact on the Earth, the management of landscapes, and the planning of cities and regions. During your Honours year you will conceptualise, plan, undertake and report on an independent geographical research project. You will construct an evidence-based approach to identify and develop your leadership potential as a geographer in the changing world.

The Master of Engineering (Computer) provides graduate Engineers with discipline-specific knowledge and technical skills in the design and development of hardware and embedded systems. These include sensors, robotics, smartphones, medical equipment and multimedia technology. You will develop specialist skills needed to lead a process of innovative change within the sector.

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 Laboratory, and Research Methods.

For the Computer Engineering major you will study subjects in Advanced Signals and Systems, Image and Video Processing, The Future Internet: Architectures and Communication Protocols plus additional subjects selected from the electives from Electrical, Computer, Mechanical or Engineering subjects. You will also complete an advanced project.

Acting as both a bridge to advanced research and an in-depth project, Honours is an optional year that follows the successful completion of a three-year undergraduate degree.
While your Bachelor of Arts in Western Civilisation degree introduced you to a wide range of themes and issues, an Honours project provides you with the opportunity to focus your interest on a topic of choice, exploring it in greater depth and detail to find answers. Honours project topics are various and negotiable, and you’ll be encouraged and supported to pursue your specific interests.

Whatever topic you choose, prospective employers will value your ability to achieve a complex goal, meet deadlines, investigate independently, use resources effectively and write coherently.

What you will study
The Bachelor of Arts in Western Civilisation (Honours) consists of 50% coursework and 50% research work. The research component of this degree takes the form of a 15,000-word research thesis completed under the supervision of an academic employed in the School of Liberal Arts.

Studying Honours is about:

• Learning research and navigation skills across a variety of information systems (archives, the library, databases, electronic research networks);
• Articulating complex ideas orally and in writing;
• Working closely with a supervisor on a project with firm deadlines;
• Devising, researching and writing an individual topic of study, with an extended argument or thesis.

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.