Master of Mathematical Sciences in Data Science

at University of Wollongong - Wollongong Campus Australia

The Master of Engineering (Civil) provides graduate Engineers with discipline-specific knowledge and technical skills in advanced civil engineering. This degree covers many areas including sustainable infrastructure, environmental protection, the conservation of resources, as well as the traditional disciplines of structural, geotechnical and transportation engineering. This course is also suitable for practising civil engineers with relevant work experience in engineering infrastructure constructions.

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 core subjects in Professional Communications and Engineering Workplace Practice, Innovation and Design, Structural Design Based on Australian Standards, Advanced Computer Applications, Sustainable Roads and Railway Engineering, Construction Management and Engineering Research Methods. For the Civil Engineering major you will study subjects in Advanced Foundation Engineering, Advanced Soil Mechanics, Engineering Hydrology and Tunnelling and Underground Construction. You will also complete an advanced project.

This one-year degree is designed for high-achieving and motivated students who have fulfilled the requirements of a Bachelor of Nursing and have achieved the required academic standard. There is a forecasted growth of 25.1% within Health Care and Social Assistance and with this comes exciting employment opportunities and career options. Health care has been the primary provider of new jobs within Australia and is projected to make the largest contribution to employment growth from 2017 to 2022. Source: Employment Projections

This degree
The Honours program provides supervision for a beginning researcher through individual mentoring and group seminars.

What you will study
The Bachelor of Nursing (Honours) is designed for exceptional nursing students looking to extend their knowledge and skills by researching a topic of interest. The degree will provide you with the skills to engage in a research topic that is of interest to you. A major component of the course is to guide you through the research process, including formulating testable questions from the research literature; devising appropriate methods to test these questions; obtaining ethics committee approval; data collection and analysis; oral presentation of results; and report writing. You will develop and conduct a research project resulting in a thesis presentation.

A Bachelor of Computer Science – 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 Computer Science allows you to understand and shape how the law functions within a technical context. This double degree combines the practical, problem-solving skills of Computer Science and programming with the high-level analytical, research and communication skills of Law. This will enable you to acquire specialist knowledge and skills across the continually changing landscape of Information Communication & Technology (ICT).

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.

Innovative technologies, such as cloud computing, big data, AI, machine learning, and block chain, are reshaping the world we live in. Huge amounts of data have been gathered as a direct result of the rapid advances made in technologies such as digital sensors, biomedical and healthcare devices, Internet of Things and data storage. Electronic data breaches and their legal consequences have become a significant problem in all industries.

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

What you will study

The Bachelor of Laws degree covers the prescribed areas of knowledge for future admission to the profession 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.

In the Bachelor of Computer Science you will study a common core of subjects that links our computer science, IT and information systems degrees. There is an opportunity to specialise in a major at the Wollongong campus from your second year of study by choosing one or more of the following majors offered in the Bachelor of Computer Science:

• Big Data
• Cyber Security
• Digital Systems Security
• Game and Mobile Development
• Software Engineering

The Master of Education Extension (TESOL) is a higher degree for professional educators and those who are interested in pursuing a career in Teaching English to Speakers of Other Languages (TESOL).

What you will study
During this degree you will study the key theories of English as a Second Language (ESL) or English as a Foreign Language (EFL) teaching, and supplement them with an in-depth understanding of areas such as second language teaching methodology, grammar, assessment, evaluation and technology-based language teaching. You can also choose to do a supervised professional experience placement in an ESL or EFL classroom.

This degree
The Master of Education Extension (TESOL) offers theoretical foundations and extensive practical skills that address the broader aspects of education and training.

This degree can lead to an English as a Second Language (ESL) teaching qualification for those employed as teachers with the Department of Education.

You will also benefit from flexible study options, allowing you to study online or in the classroom.

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.

The Master of Engineering (Telecommunications) provides graduate Engineers with discipline-specific knowledge and technical skills in advanced telecommunications engineering. You will learn the technological and competitive skills needed in designing and engineering innovative modern telecommunications systems and networks. You will gain an understanding of the principles of telecommunications engineering, including the planning and management of telecommunications networks. You will acquire mathematical and computational skills necessary to solve technical and theoretical problems.

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

Psychology is the study of who we are and how we think, feel, act and change. This knowledge helps us improve wellbeing and psychological health. Understanding people's motivations and actions can provide valuable insight into the world of business: how we work, organise ourselves and assign value to things, and what constitutes responsible and ethical decision-making.

Business people are a flexible and diverse group of professionals who think strategically and critically to solve complex problems. The strategic thinking and data analysis skills you will gain from studying business are reinforced by the scientific principles and methods that underpin modern psychology.

This degree
Double degrees are designed to broaden your knowledge and skills set, giving you a competitive advantage in the workforce. They also reduce the length and cost of study by combining two different degrees. You can combine your Psychology and Business studies with other disciplines available in the Bachelor of Arts and Bachelor of Business degrees.

On completion of this degree, you will be able to apply knowledge of psychological principles and applications across many business areas, including the application of research methods to commercial issues in local, national and international contexts.

What you will study
During this double degree, your psychology subjects include biological and social bases of behaviour, cognition and perception, social and developmental psychology, personality, and applied psychology. You will also learn the fundamentals of psychological practice, including the history of psychology, statistical and quantitative methods and psychological assessment.

The first year of your Bachelor of Business requires all students to study common core business subjects including the principles of responsible commerce, accounting fundamentals, statistics for business and marketing principals. Your second and third year will focus on your major business study area.

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.

Science Education at UOW involves learning science and how to teach it effectively. As a science teacher you will teach the structure and behaviour of both the physical and natural world through observation and experiment. UOW educated science teachers have practical teaching skills and a high-level knowledge of science.

Science Education at UOW qualifies you to be a high school science teacher. You will complete extensive professional experience throughout your degree, which allows you to learn by observation and apply your skills in the classroom. You may also have opportunities for rural and international professional experiences, and to study overseas with UOW's international exchange and study abroad partners, and to join international cultural immersion programs.

UOW offers up to five Science Secondary Education Scholarships to students starting this degree with an ATAR above 80 and Band 5 in at least one science subject.

What you will study
During this four-year degree you will study a combination of science and education subjects allowing you to practically apply both disciplines throughout your degree.

Science subjects including biology, chemistry, earth and environmental science, and physics are complemented with education subjects about teaching and learning strategies including learning and development, pedagogy (the method and practice of teaching), professional teaching skills, curriculum studies and meeting learners' needs.

Teaching is an academically rigorous profession and teachers play a critical role in our communities. Strengthening requirements for studying teaching degrees is 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.

Machine learning is an essential approach to analysing and extracting useful information from a wide range of big data; it provides the fundamental tools for big data analytics. There are numerous applications requiring professionals with advanced skills in machine learning and big data. These applications include image recognition, computer vision, speech recognition and natural language processing, intelligent robotics, smart cars, automation, online search and recommendations, financial trading and risk management, healthcare, and personal and public security.

The Master of Computer Science (Machine Learning and Big Data) focuses on preparing Information and Communication Technology (ICT) professionals with a Bachelor degree in Computer Science or Information Technology for the challenges of rapidly advancing ICT technologies. This degree will be a valuable asset if you are seeking to further your career in managerial roles related to information technology. It can also prepare ICT professionals for entry into research degrees: Master of Philosophy and PhD.

This degree

The Master of Computer Science gives graduates the ability to 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 Machine Learning Algorithms and Applications, Big Data Analytics and Computer Vision Algorithms and Systems. You will acquire the ability to solve complex real world problems and meet the demands of society for big data scientists and specialists in a wide range of fields. You will be able to put theory into practice with an individual capstone project.