Graduate · Data Science
Master of Data Science
University of New England, Armidale, NSW, Australia
About this program
UNE's Master of Data Science is a newer addition to the university's course list, built to address the same skills gap every Australian university has been chasing over the past several years, but it's delivered with UNE's characteristic flexibility: fully online, structured for working professionals rather than assuming a full-time, on-campus cohort, which suits UNE's traditional student demographic of people studying alongside a job rather than instead of one.
The degree draws heavily on statistics staff from UNE's mathematics and applied statistics groups, which have a longstanding reputation in agricultural and environmental statistics given the university's history. That background shows up in the program's applied, data-heavy assessment style, and in a genuine (if not exclusive) lean toward agricultural, environmental, and regional-economics datasets in capstone project options, rather than the finance and tech-sector case studies a capital-city program might default to.
Entry doesn't require a prior computing degree. Students from a range of quantitative backgrounds (science, commerce, agriculture) are common, and the early units are structured to bring everyone up to a common programming and statistics baseline before the more specialised machine learning and analytics content opens up.
Cost & duration
English test scores
Course structure
5 terms of coursework
- Foundational units (for non-quantitative entrants): Statistical Thinking, Introduction to Programming for Data Science
- Core: Data Management and Databases, Statistical Modelling, Machine Learning, Data Visualisation
- Electives: Big Data Analytics, Applied Time Series, Spatial Data Analysis (reflecting UNE's agricultural and environmental statistics strength)
- Capstone: Data Science Project, often drawn from agricultural, environmental, or regional business datasets
- Delivered fully online across trimesters for flexible completion
Admissions
Bachelor's degree in a relevant or any discipline (typical Australian postgrad IT/CS entry bar used as approximate default — not program-specific verified).