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Graduate Certificate in Principles of Data Science

Become a strategic thinker. Drive business decisions. Expand your skillset.

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For personalised assistance with UOW courses, please reach out to our Future Students Team:

Phone: 1300 367 869 (within Australia) or +61 2 4221 3218 (overseas)
Email: future-students@uow.edu.au
Enquiry Form: Submit an enquiry

Our team is available during Australian business hours, 9 am to 5 pm.

For other UOW contact details, click here.

Applicants can apply directly to UOW. You may be required to have scans or electronic copies of the following documents ready to attach to your application:

Academic qualifications relevant to your application
English proficiency evidence (if required)
Evidence of your citizenship, passport, or permanent residency status

Before you apply, please check the UOW course entry requirements, intake dates, and closing dates for your chosen degree.

Need help?

Contact the UOW Future Students Team:

Phone: 1300 367 869 (within Australia) or
+61 2 4221 3218 (overseas)
Email: future-students@uow.edu.au
Enquiry Form: Submit an enquiry

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For more details about this course

Australia: 1300 367 869. International: +61 2 4221 3218

Student ?

Domestic

Campus ?

Delivery ?

On Campus

Duration

6 months full-time, or part-time equivalent

Code

UOW: 3150

Overview

Data analytics is increasingly being used to inform and drive business decisions at both an operational and strategic level.

The Graduate Certificate in Principles of Data Science provides foundation knowledge in data management, analysis and programing to improve data-driven decision-making in any organisation.

Students will study subjects in statistics, random variables, machine learning, data management, and programming.

The subjects provide an understanding of how to apply knowledge of statistics, programming, and data management to prepare, manipulate, analyse and interpret large data sets. Students will learn how to think strategically and communicate this information to inform decision-making.

The graduate certificate provides a pathway into other studies of data science.

This course may lead to specific related career disciplines in business and data analytics, data science, and statistics.

See the course handbook for more information.

Fee subsidised places available

UOW is offering Commonwealth supported places (CSPs) for all of our postgraduate coursework degrees in 2025. This means the Australian government will subsidise your tuition fees by up to 75%. To be eligible for this fee subsidy, you must meet the following criteria: Be a domestic student, i.e. an Australian or New Zealand citizen, a permanent resident of Australia or a permanent Australian Humanitarian visa holder.

Careers

Applied Research Scientist
Biometrician
Business Forecaster
Data Analyst and Scientist
Data Visualisation and Analytics Developer
Digital Business Translator
Financial Modeller and Analyst
Machine Learning Engineer
Operations Researcher
Statistician
Transport Analyst and Modeller

Admissions information

A range of admission options are available for students of all ages and academic backgrounds. The procedures governing admission are defined in UOW's Admissions Procedures, and the UOW College Admissions Policy.

For specific advice or to ask any questions regarding an application, please contact the UOW Future Students Team.

Entry Requirements
Additional information

A recognised bachelor’s degree containing subjects in quantitative methods,
OR
A recognised bachelor’s degree in any discipline and at least two years of experience in a data science or data analytics role.
Examples of quantitative methods subjects at UOW include:

MATH255: Mathematics for Computing
STAT252: Statistics for the Natural Sciences

Work and life experience
Admission to UOW is primarily based on your academic qualifications, with work or life experience generally not considered. If you do not meet the academic requirements for this course, we recommend exploring recognized pathway programs, such as those offered by UOW College or the TAFE Tertiary Preparation Certificate (TPC).

For more information, please refer to the UOW Admissions Information page.

Domestic applicants with overseas qualifications
If you have completed or partially completed studies at an approved university or tertiary institution, you may be eligible for entry to UOW. You'll need to provide academic records, and your course must be at least one-sixth complete. Non-English documents must include an official English translation. For more information, contact the UOW Future Students Team.
English language proficiency
All UOW courses are taught in English and require varying levels of proficiency. If English is not your first language, you must meet the University’s English Language Requirements, which differ by course.

Accepted international test results include IELTS, TOEFL, PTE, Cambridge, and OET for specific health-related courses.

Alternatively, you can fulfill the requirement by completing an English course at UOW College.
Workload
Full-Time Study Load

As a full-time student, you can expect to commit around 48 hours of study per week. This includes class time and independent study. You may need to factor more time for examination study and practical work & placements.

Part-Time Study Load

For part-time students, study hours will vary based on the number of units taken, with similar expectations for class and independent study.

For more details on course workloads, please refer to the UOW Handbook.
Credit for Prior Learning
If you have completed prior studies or relevant professional experience, you can request course credit or subject exemptions to reduce the duration and cost of your program.

Credit for prior learning evaluates your previous study or work experience related to your chosen subjects.

UOW values lifelong learning and recognizes various types of prior learning, regardless of how or where it was obtained. For more information, refer to UOW's Credit for Prior Learning page.

Course fees table
Campus	Delivery method	Session fee*	Course fee*
Wollongong	On Campus	Fee not available (2025)	Fee not available (2025)
UOW Online Wollongong	Distance	Fee not available (2025)	Fee not available (2025)
Wollongong	On Campus	Fee not available (2026)	Fee not available (2026)
UOW Online Wollongong	Distance	Fee not available (2026)	Fee not available (2026)

* Session fees are for one session for the year shown. Total course tuition fees shown are indicative, and are based on normal course length and progression. These fees are subject to change from year to year. However, if you receive an offer to study at UOW, your fees will be fully confirmed at the time of your offer.

Autumn, 2025 at Wollongong
Orientation: 24 - 27 February 2025
Session: 03 March - 27 June 2025
Applications Close
- Domestic Applicants (Direct): 31 December 2024*
- International Applicants: This course is not available to international applicants.
*Complete applications (with all required documentation) received by this date will receive an outcome prior to the start of session.

Applications received after this date will continue to be assessed for the requested session until start of session. Late applications may be assessed for future sessions if an outcome for the requested session is not available.
Spring, 2025 at Wollongong
Orientation: 14 July 2025
Session: 28 July - 20 November 2025
Applications Close
- Domestic Applicants (Direct): 31 May 2025*
- International Applicants: 5 May 2025
*Complete applications (with all required documentation) received by this date will receive an outcome prior to the start of session.

Applications received after this date will continue to be assessed for the requested session until start of session. Late applications may be assessed for future sessions if an outcome for the requested session is not available.

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