Master of Computer Science in Machine Learning and Big Data

at University of Wollongong - Wollongong Campus Australia

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. This UOW degree is for students who already know Chinese characters, but who either speak a Chinese dialect such as Shanghainese, Cantonese or Taiwanese and do not speak Mandarin, or wish to improve their Mandarin skills.

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 in 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.

Chemistry is the central science that enables us to understand our world at the molecular level. The ability to understand the relationship between structure and function of molecules is critical to understanding the processes of life, of the natural world and of the industrial world.

The Bachelor of Science major in Chemistry will give you the knowledge and skills to apply chemistry across the full range of technically-based disciplines including physics, molecular biology, life sciences, geochemistry, environmental science, engineering, and health sciences. These skills include both analytical and problem-solving skills, as well as expertise in using sophisticated laboratory instrumentation, all of which are highly valued by employers in all sectors of the economy.

Spanish is the world's second most spoken language after Chinese, and is the second most used language in international communication. Speaking Spanish will allow you to communicate with more than 495 million people worldwide and will also greatly increase your employment options with many of the world's leading economies demanding Spanish speakers. Hispanic culture continues to have a global impact on film, architecture, cinema, art and literature.

What you will study
At UOW, you will study Spanish language, grammar, culture and history. Core language subjects focus on developing spoken and written language skills that can be used in real-life situations. Core cultural subjects focus on literature, linguistics, and the history, culture and society of the Spanish-speaking world.

In addition to the Spanish major, you will choose a minor or a second major from the Bachelor of Arts offerings.

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.

The Master of Business Administration (MBA) is designed for experienced professionals with ambition and drive who wish to develop their responsible and sustainable leadership skills. You will gain a holistic strategic business point-of-view required to operate effectively in an increasingly competitive and changing global business world.

The course has been designed to cover three stages:

• Diagnostics, where you learn to diagnose issues in real organisations with a focus on marketing, employee engagement, talent management and accounting.
• Exploration, where you explore the latest thinking and practices in organisations and research worldwide, while developing skills in innovation and business transformation.
• Integration and Application, where you develop your strategic decision-making skills, undertake a real-world business project and hone your personal effectiveness as a responsible leader.

This course is for graduates of a four-year accredited psychology program. The primary aim is to provide a 5th and 6th year of supervised practice and structured learning to meet the requirements for general registration as a psychologist, and to prepare for entry into a registrar program leading to an area of practice endorsement in clinical psychology, with the Psychology Board of Australia.

This degree
The Master of Psychology (Clinical) provides a comprehensive program of study of the professional practice of psychology including assessment, intervention, communication and ethics. It also provides specialised training and supervised practice in the assessment and intervention skills of clinical psychologists. Supervised research is also undertaken over the two years of study..

What you will study
The program includes subjects in clinical assessment and interventions, psychotherapy and research. Students are also required to complete a research project - facilitated by structured research subjects - in each of the two years of the program.

Teaching methods include a combination of lectures, workshops, skills training, on-line and supervised work-based practicums, both at the University's Northfields Psychology Clinic and at external placements. The emphasis is on skills training and includes demonstration sessions, audio-visual recording of assessment and therapy, case presentations, role-play activities and feedback and reflection.

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.

The degree is targeted at students who have a bachelor degree in Business, Engineering, Maths or IT, if you do not have an academic background in these areas you should consider studying the Graduate Certificate in Applied Finance.

Students interested in a two-year Master of Applied Finance option should consider the Master of Applied Finance (Investing and Financial Services).

The Master of Philosophy (Creative Arts) is a flexible course that provides a bridge towards doctoral level study and the opportunity to immerse yourself in a significant research project.

The course is suited to experienced creative arts practitioners who wish to extend their practice within a scholarly context. It is also appropriate for applicants with an excellent undergraduate creative arts background who wish to extend their scholarly and/or creative skills. You may pursue purely scholarly research or a combination of creative and scholarly research. Research strengths in creative practice include Music, Theatre, Performance, Creative Writing, Visual Arts, Digital Media and Design. Applications from all these disciplines are encouraged, as well as any projects working in interdisciplinary forms.

The degree comprises 24 credit points of coursework and a 72-credit point thesis. Advanced standing for the coursework component of the degree may be awarded, which will determine the appropriate entry point.

As a guide, submission by thesis only will be in the range of 35,000 to 45,000 words. The submission of creative work will normally be by exhibition, performance or presentation in the chosen area of practice, supported by one of the following:

•     an exegesis (approximately 15,000 words) focusing on aspects such as origins of the work, structures and techniques used, and artistic theories underpinning the work; or
•     a dissertation (approximately 15,000 words) that makes a scholarly argument linked to, but not dependent on, the body of creative work.

Business Law provides a legal perspective to business practice. Understanding the context, application and the impact of law on the structures and transaction of business is crucial to business innovation.

This degree
You will undertake a foundation year that covers all core disciplines of business, giving you a solid understanding of issues facing organisations today. From your second year, you will begin your major in Business Law and then choose from a wide range of electives. The degree provides you with an understanding of the Australian legal system and how it influences business transactions. Careers include business advisor, contracts negotiator, client manager, HR consultant, WHS officer and commercial transaction consultant.

You will also undertake a final-year capstone subject that lets you apply everything you have learned in collaboration with students from other disciplines. Plus, you have the option of applying for an internship to gain valuable experience whilst receiving credit towards your degree.

What you will study
Business Law encompasses many overlapping fields, ranging from specific regulatory frameworks to corporate governance. Fields you can focus on include international business law, banking and taxation law, employment and anti-discrimination law, work health and safety law, and media law.

The Master of Information Technology (Enterprise Networking) involves an in-depth study of the organisational, economic, regulatory and socio-technical issues that arise in the implementation of IT in business and government, and how to effectively manage those issues.

This degree is suitable for those without an IT background seeking to develop the fundamental skills required to work in the sector, or to undertake a management role in which an understanding of IT implementation is essential.

What you will study
You will study core subjects in programming, data management and security, information design and content management, e-business technologies, strategic network design, systems development and business process management. You will also complete a minor research project or report.

This degree
With the proliferation of mobile and other devices with network capability, along with the rising popularity of the Internet, users and application providers expect services to be available anytime and anywhere. This course in Enterprise Networking provides you with the skills to project manage and administer computer networks and security risks.

This course will prepare you for a career in network administration or network design and management, or network security engineer or administrator.