Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

A Bachelor of Creative Arts – Bachelor of Laws from UOW equips 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 Creative Arts allows you to study a traditional creative discipline including creative writing, music, visual arts or visual arts and design alongside studies in law. Many lawyers find that knowledge of the arts and media is extremely useful in their practice. From something as simple as pursuing two seemingly different passions to a career defending and promoting free press and artistic expression, this double degree offers many exciting career opportunities.

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, creative industries and community organisations – as leaders, innovators and problem solvers.

What you will study

The Bachelor of Creative Arts – Bachelor of Laws covers the prescribed areas of knowledge for future admission to the profession of law 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.

You will also study a creative arts major – creative writing, visual arts, visual arts and design or music.

Quantitative corporate finance and investment looks at the funding source and the capital structure of corporations. It examines tools and analysis utilised in corporate and business financial decision-making from a quantitative perspective. These decision processes may be short-term or long-term. Long-term decisions typically deal with the choice and type of corporate investments, sources of equity or debt funding and financial risk management. Short-term decisions mainly deal with working capital management of short-term assets and liabilities.

This degree
The Bachelor of Mathematics and Finance (Honours) teaches you the skills to apply sophisticated mathematical and statistical techniques to real-world problems. You are also encouraged to develop computing and communication skills, which are assets in the job market.

Bankers, investment managers, insurance companies and financial companies all rely on financial mathematics to survive and stay ahead of the competition.

Maths and Finance graduates work in all areas of industry and government as risk managers, investment advisers, traders, financial analysts and more. They work in all aspects of the finance sector from traditional banking to futures trading.

There are opportunities for scholarships from corporate partners, plus summer scholarships and undergraduate research projects with academic staff, access to programs of the Australian Mathematical Sciences Institute (AMSI) and inter-university courses via our Access Grid Room.

What you will study
You will learn how to assess investments and the method for identifying the best financial or investment product for a corporation. You'll develop quantitative skills and simultaneously develop an understanding of the corporate finance and investment sector.

Subjects you will study include: investment analysis, portfolio analysis, financial calculus, applied probability and financial risk, international finance, advanced corporate finance, linear and generalised linear models and partial differential equations. You will complete a Mathematics and Finance Honours Project.

Combining Journalism with Arts 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 innovative thinking skills, effective communication and creative writing skills, all of which are required for high achievement in a range of journalism careers.

Journalism and reporting is an evolving industry that encompasses a multitude of media including print, television, radio, web, and social media to inform, engage and entertain. Studying a Bachelor of Journalism degree alongside a Bachelor of Arts degree will teach you to gather, assess, create and present news and information to a wide range of audiences and also write, edit and publish a broad variety of written materials. The Bachelor of Journalism - Bachelor of Arts also allows you to gain foundational knowledge in many traditional areas of study including history, literature, languages and philosophy and the disciplines of social sciences, cultural studies, sociology and politics.

The Bachelor of Journalism has a prescribed set of core subjects, as well as the opportunity to use electives to complete a major or two minors from a multi-disciplinary list. 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, you will choose a minor or another major from the Faculty of the Arts, Social Sciences and Humanities.

A Bachelor of Creative Arts at UOW encourages you to immerse yourself creatively, critically and practically. The Creative Industries is one of the fastest-growing, most dynamic sectors in the world.

The study of music integrates physical, intellectual and emotional aspects, including instrumental or vocal performance, composition, music production and recording, history and theory. This degree offers a deeper understanding of how music works, as well as the skills to develop as a creative practitioner and prepare for a career in the arts.

This is a versatile, hands-on degree that prepares you for a career in the global creative industries. With a strong focus on contemporary music practice, this major combines performance, composition and both electronic and acoustic media so you can build your skills and expertise across three interrelated areas: music studio, audio production and critical studies in music.

What you will study
The Bachelor of Creative Arts (Music) involves study of theory and practice-based work. You will develop your own style and identity through creative processes, conceptual skills and applying your knowledge into practice, independently and collaboratively with students and staff from other creative disciplines. Beyond that you will build specialised technical skills, and a clear grasp of how your own practice relates to the wider music community.

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.

Quantitative and computational trading is a specific area of quantitative analysis that uses mathematical computations to identify financial trading opportunities. This includes the use of algorithmic trading to drive trading decisions, usually in electronic financial markets.

This degree
The Bachelor of Mathematics and Finance (Honours) teaches you the skills to apply sophisticated mathematical and statistical techniques to real-world problems. You are also encouraged to develop computing and communication skills, which are assets in the job market.

Bankers, investment managers, insurance companies and financial companies all rely on financial mathematics to survive and stay ahead of the competition. Maths and Finance graduates work in all areas of industry and government as risk managers, investment advisers, traders, financial analysts and more. They work in all aspects of the finance sector from traditional banking to futures trading.

There are opportunities for scholarships from corporate partners, plus summer scholarships and undergraduate research projects with academic staff, access to programs of the Australian Mathematical Sciences Institute (AMSI) and inter-university courses via our Access Grid Room.

What you will study
You will develop a solid foundation in mathematical finance, programming and the specialist practical skills necessary to be successful as a quantitative trader. You will acquire mathematical, statistical, financial and computer programming skills to understand, implement and develop computer-driven trading strategies and be able to make informed investment decisions and evaluate portfolio risks.

Subjects you will study include: investment analysis, object and generic programming in C++, estimation and hypothesis testing, portfolio analysis, advanced corporate finance, applied probability and financial risk, financial economics, and data mining and knowledge discovery. You will complete a Mathematics and Finance Honours Project.

Engineering is vital to solving the world’s big challenges. Engineers are needed to support communities by designing and building liveable sustainable cities, they create transport and housing systems, they design and build telecommunications network, the internet and computers. Engineers design systems to ensure ample clean water for the world’s population, to find non-polluting energy sources, to create ways to assist healthy living and ageing, and to advance medical and health technologies.

Engineers are team players and many become CEOs and entrepreneurs; engineering graduates run over 30 percent of the world’s biggest international companies, nearly double the next largest discipline. Learn the fundamentals of engineering, both the technical and interpersonal skills, and apply your knowledge in real situations to prepare you for engineering the future with an internationally accredited UOW engineering degree.

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.

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

All industries today require computer scientists with deep skill sets and an ability to remain on the cutting edge of emerging technologies in network and information security.

The Master of Computer Science (Network and Information Security) focuses on preparing current Information and Communication Technology (ICT) professionals with a Bachelor degree in Computer Science or Information Technology for managerial roles related to information technology. It can also prepare you for an ICT research degree: Master of Philosophy or PhD.

This Degree

Master of Computer Science graduates 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 Advanced Computer Security, Advanced Network Security, and Mathematics for Cryptography. You will be able to put theory into practice with an individual capstone project.

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.