The UNSW Online Master of Data Science program includes 12 online courses – six core and six electives. There is also the option to study the Graduate Certificate in Data Science or the Graduate Diploma in Data Science, which combined with the addition of the electives and capstone course, create the master's program.

Core courses

Complete each of the following core courses:

• Foundations of Data Science
• Principles of Programming
• Statistical Inference for Data Scientists
• Regression Analysis for Data Scientists
• Data Mining and Machine Learning
• Data Science Project (Capstone)

Elective courses

Choose six of the following electives:

• Big Data Management
• Data Visualisation and Communication
• Multivariate Analysis for Data Scientists
• Neural Networks, Deep Learning
• Decision Making in Analytics
• Data and Ethics
• Bayesian Inference and Computation for Data Scientists
• Database Systems
• Strategic Decision Making

Course availability is dependent on initial intake timing and following student participation in study periods. For more information, speak with a Student Advisor.

Whether you’re upskilling or looking to enhance your career, the online Master of Data Science from UNSW will give you the expert skills you need to be at the forefront of your profession. Diverse and rewarding careers await Master of Data Science graduates. Roles may include:

• Data Scientist
• Research Scientist
• Machine Learning Engineer
• Chief Data Officer (CDO)
• Data Engineer
• Data Analyst
• Data Warehouse Architect
• Business Intelligence Analyst
• Quantitative Analyst

General admission requirements

To be eligible for the Master of Data Science, you must have either:

• Completed the online Graduate Diploma in Data Science (5646) with a weighted average mark (WAM) of 65 or higher; OR
• Completed an undergraduate degree in data science or cognate discipline (e.g., computer science, economics, mathematics, statistics) AND have sufficient data science background as indicated by an average mark of 65 or above across a minimum of three Level III courses in mathematics and/or statistics and/or computer science and/or econometrics.

Advanced standing or exemption can be granted in the program for cases where core courses were completed in a prior program.

English language

You may need to provide evidence of English proficiency to study at UNSW. This ensures you can succeed in webinars, coursework and assessments. Proof can include:

• English tests or university courses
• Prior study in English
• Other qualifications or waivers

Canadian students may be able to access federal and provincial student loans or grants through their province or territory of residence. UNSW Sydney (University of New South Wales) is listed on the Government of Canada’s International Master List of Designated Educational Institutions, which allows eligible students to apply for financial support. Funding entitlements vary based on your province or territory, your program, and your individual financial circumstances.

At UNSW Online, we’re here to support you every step of the way as you work toward graduating from one of the world’s leading universities. Our online learning environment is designed to fit seamlessly into your busy schedule, giving you the flexibility to access course resources anytime, anywhere on any device. We offer six study blocks, known as hexamesters, each year. These seven-week blocks allow you to focus on one course at a time – providing the perfect balance between study and life’s other commitments.
 

Our academics are among the best in the world and even though you’re studying online, you’ll experience the same high-quality education as our on-campus students. Throughout your journey, you’ll have the dedicated support of your Student Success Advisor. From enrolment to graduation, they’ll be your go-to for all non-academic queries, available by phone or email to ensure you stay on track. You’ll also benefit from Career Success – a self-paced, curated module designed to help you build and implement an effective career plan. With access to tools like Career AI (powered by VMock) and CaseCoach as well as guides for perfecting your LinkedIn profile, resume and cover letter, you’ll be equipped to take the next step in your career with confidence.