Undergraduate Major

Data Science

Develop a strong foundation in data science principles and gain a competitive advantage for a career in a wide range of industries.

What type of student are you?

Domestic International

Murdoch code: MJ-DS
Study mode: Part Time or Full Time
Selection rank
CRICOS code

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Overview

Prepare for a successful career across a range of industries where advanced analytical skills are crucial.

This major is designed to address the growing demand for professionals who can extract insights from large and complex datasets, giving you the competitive advantage needed to succeed in the future workplace. You’ll learn how to use contemporary data science tools and programming languages, such as Python and R and develop innovation and critical thinking to tackle the complex challenges of the modern data-driven world.

As a Murdoch student, you'll have access to great scholarships like the $15,000 Westpac Young Technologists Scholarship Program, which can lead to networking opportunities with industry professionals and career opportunities before you graduate.

3 reasons to study Data Science at Murdoch

Make use of our brand-new IT Innovation Hub, a cutting-edge learning teaching and research facility, fitted out with the latest mixed and augmented reality equipment, operational data centre and high-performance computing capabilities.

This course has been designed in collaboration with industry partners with an emphasis on effective communication and the development of solutions to complex real-world IT problems.

Learn from information technology experts and industry advisors as they share their experience and insights from a range of perspectives.

What you’ll learn

Build essential skills and knowledge to meet your career or study goals. Topics you’ll cover include:

How to apply advanced statistical methods and machine learning techniques to analyse and interpret complex data sets.
Contemporary data science tools and programming languages, such as Python and R.
How to apply data science techniques across various domains, including health, environment, business, and social sciences.
The ethical implications of data science practices and handle data responsibly.

Your future career

There is a critical need for modern IT professionals responsible for establishing, maintaining and developing information systems in a wide range of sectors including commerce, telecommunications, health, education, architecture, mining, engineering, law and government and non-government organisations. Careers could include:

Data Scientist
Data Analyst
Data engineer
Business Analyst
Business strategist

Progress to structure

Study areas

Information Technology

Courses with this major

To study this major, you must apply for one of these courses.

Bachelor of Data Analytics

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Structure

To help plan the structure of your course, search for our suggested course plans.

Total credit points: 24

Unit code	Unit name	Credit points
Major		24 credit points
Required Units		18 credit points
MAS162	Discrete Mathematics and Logic	3
MAS182	Introductory Calculus with Applications	3
MAS221	Mathematical Modelling and Differential Equations	3
MAS222	Probability and Statistical Inference	3
MAS225	Optimisation and Graph Theory	3
ICT305	Data Visualisation and Simulation	3
Specified Electives		6 credit points
MAS352	Time Series Analysis	3
	OR
MAS353	Statistical Design and Data Analysis	3
	OR
ICT167	Principles of Computer Science	3
	OR
ICT159	Foundations of Programming	3
	OR
ICT145	Python Programming for Everyone	3

Progress to entry requirements

Entry requirements

I have completed studies in

Select which option best describes your path to university :

Higher Education

You have completed university study in Australia, including a bridging or enabling course.

Recent Secondary Education

You are finishing high school this year or have done so in the last two years.

Vocational Education & Training

You have completed an apprenticeship or a VET course at TAFE or another private training provider.

Work & Life Experience

You have completed an aptitude test or spent time away from study for work.

Means of admission	Minimum academic requirement	Minimum English requirement
University study	Successful completion of 2 units at an Australian University or Open Universities Australia (OUA).	Successful completion of 2 units at an Australian University or Open Universities Australia (OUA).
Enabling courses (after Year 12)	Successful completion of one of the following: OnTrack Flex, OnTrack Sprint or K-Track at Murdoch University. An enabling or bridging course at another Australian university.	Successful completion of the course.
Enabling courses (in Year 12)	Successful completion of one of the following: Murdoch FlexiTrack High Program in Year 12 TLC Learning for Tomorrow in Year 12 An enabling or bridging program at another Australian university	Evidence of completing Year 11 and 12 in Australia at any level (domestic applicants only), OR Evidence of completing a minimum of 2 years study at TAFE or an RTO (domestic applicants only), OR A STAT Written English score of 140 or higher, OR Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as and Additional Dialect (EALD)
Murdoch College	Successful completion of one of the following: Murdoch University Preparation Course (MUPC) with a final mark of 50% or higher in all subjects. Murdoch University Preparation Course (MUPC) - (Accelerated Entry) with a final mark of 50% or higher in all subjects. Foundation Studies Course with a final mark of 50% or higher in all subjects	Successful completion of one of the following: Murdoch University Preparation Course (MUPC) with a final mark of 50% or higher in all subjects. Murdoch University Preparation Course (MUPC) - (Accelerated Entry) with a final mark of 50% or higher in all subjects. Foundation Studies Course with a final mark of 50% or higher in all subjects. English for Academic Purposes with a final mark of 65%

University study
Minimum academic requirement Successful completion of 2 units at an Australian University or Open Universities Australia (OUA).
Minimum English requirement Successful completion of 2 units at an Australian University or Open Universities Australia (OUA).

Enabling courses (after Year 12)
Minimum academic requirement Successful completion of one of the following: OnTrack Flex, OnTrack Sprint or K-Track at Murdoch University. An enabling or bridging course at another Australian university.
Minimum English requirement Successful completion of the course.

Enabling courses (in Year 12)
Minimum academic requirement Successful completion of one of the following: Murdoch FlexiTrack High Program in Year 12 TLC Learning for Tomorrow in Year 12 An enabling or bridging program at another Australian university
Minimum English requirement Evidence of completing Year 11 and 12 in Australia at any level (domestic applicants only), OR Evidence of completing a minimum of 2 years study at TAFE or an RTO (domestic applicants only), OR A STAT Written English score of 140 or higher, OR Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as and Additional Dialect (EALD)

Murdoch College
Minimum academic requirement Successful completion of one of the following: Murdoch University Preparation Course (MUPC) with a final mark of 50% or higher in all subjects. Murdoch University Preparation Course (MUPC) - (Accelerated Entry) with a final mark of 50% or higher in all subjects. Foundation Studies Course with a final mark of 50% or higher in all subjects
Minimum English requirement Successful completion of one of the following: Murdoch University Preparation Course (MUPC) with a final mark of 50% or higher in all subjects. Murdoch University Preparation Course (MUPC) - (Accelerated Entry) with a final mark of 50% or higher in all subjects. Foundation Studies Course with a final mark of 50% or higher in all subjects. English for Academic Purposes with a final mark of 65%

Means of admission	Minimum academic requirement	Minimum English requirement
International Baccalaureate (IB) Diploma	Total score of 24 or higher.	Higher level (HL): 3 or better. Standard Level (SL): 4 or better. Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only).
Minimum Selection Rank (WA/ACT/NSW/NT/SA/TAS/VIC)	70	Scaled mark of 50 or higher in one of the following (or interstate equivalent): English ATAR Literature ATAR English as an Additional Dialect (EALD) ATAR Or a STAT Written English score of 140 or higher. Or evidence of completing year 11 and 12 in Australia at any Level (Domestic applicants only).
GCE A Levels	Aggregate of 6 points from: A maximum of the best three A-level subjects; OR A combination of A-level and AS-level subjects At least two A-level subjects are included in the calculation AS-level subject attempted at A-level is not eligible to be included A-level grades (A*=6, A=5, B=4, C=3, D=2, E=1) AS-level grades (A=2.5, B=2, C=1.5, D=1, E=0.5)	A Levels: D in one of the following: English Language English Literature Knowledge and Inquiry. AS Level: C in one of the following: English Language English Literature Knowledge and Inquiry.
Western Australian Universities Foundation Program (WAUFP)	CPS 54 or higher.	50% in English Language and Australian Cultural Studies (ELACS).
Extenuating circumstances	We'll consider applications from prospective students whose education has been compromised due to genuine hardship, resulting in them falling short of entry requirements for an undergraduate course. Find out more.	Case-by-case assessment.
Experienced based entry	A successful experience based entry application that demonstrates relevant aptitude and ability in a related learning area. Find out more about the Experienced based entry.
Queensland Certificate of Education (QCE)	Overall Position (OP) of 13 or lower.	Sound Achievement (4) or better in a Queensland Studies Authority approved subject of one of the following: English English Extension (Literature) English for ESL Learners. Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only).
VET course studied at school	Successful completion of a Certificate IV or higher.	Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as an Additional Dialect (EALD) ATAR or a STAT Written English score of 140 or higher.
Overseas Year 12	Please refer to the information under the country of study.	Please refer to the information under the country of study.
Enabling courses (in Year 12)	Successful completion of one of the following: Murdoch FlexiTrack High Program in Year 12 TLC Learning for Tomorrow in Year 12 An enabling or bridging program at another Australian university	Evidence of completing Year 11 and 12 in Australia at any level (domestic applicants only), OR Evidence of completing a minimum of 2 years study at TAFE or an RTO (domestic applicants only), OR A STAT Written English score of 140 or higher, OR Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as and Additional Dialect (EALD)

International Baccalaureate (IB) Diploma
Minimum academic requirement Total score of 24 or higher.
Minimum English requirement Higher level (HL): 3 or better. Standard Level (SL): 4 or better. Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only).

Minimum Selection Rank (WA/ACT/NSW/NT/SA/TAS/VIC)
Minimum academic requirement 70
Minimum English requirement Scaled mark of 50 or higher in one of the following (or interstate equivalent): English ATAR Literature ATAR English as an Additional Dialect (EALD) ATAR Or a STAT Written English score of 140 or higher. Or evidence of completing year 11 and 12 in Australia at any Level (Domestic applicants only).

GCE A Levels
Minimum academic requirement Aggregate of 6 points from: A maximum of the best three A-level subjects; OR A combination of A-level and AS-level subjects At least two A-level subjects are included in the calculation AS-level subject attempted at A-level is not eligible to be included A-level grades (A*=6, A=5, B=4, C=3, D=2, E=1) AS-level grades (A=2.5, B=2, C=1.5, D=1, E=0.5)
Minimum English requirement A Levels: D in one of the following: English Language English Literature Knowledge and Inquiry. AS Level: C in one of the following: English Language English Literature Knowledge and Inquiry.

Western Australian Universities Foundation Program (WAUFP)
Minimum academic requirement CPS 54 or higher.
Minimum English requirement 50% in English Language and Australian Cultural Studies (ELACS).

Extenuating circumstances
Minimum academic requirement We'll consider applications from prospective students whose education has been compromised due to genuine hardship, resulting in them falling short of entry requirements for an undergraduate course. Find out more.
Minimum English requirement Case-by-case assessment.

Experienced based entry
Minimum academic requirement A successful experience based entry application that demonstrates relevant aptitude and ability in a related learning area. Find out more about the Experienced based entry.

Queensland Certificate of Education (QCE)
Minimum academic requirement Overall Position (OP) of 13 or lower.
Minimum English requirement Sound Achievement (4) or better in a Queensland Studies Authority approved subject of one of the following: English English Extension (Literature) English for ESL Learners. Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only).

VET course studied at school
Minimum academic requirement Successful completion of a Certificate IV or higher.
Minimum English requirement Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only) Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as an Additional Dialect (EALD) ATAR or a STAT Written English score of 140 or higher.

Overseas Year 12
Minimum academic requirement Please refer to the information under the country of study.
Minimum English requirement Please refer to the information under the country of study.

Enabling courses (in Year 12)
Minimum academic requirement Successful completion of one of the following: Murdoch FlexiTrack High Program in Year 12 TLC Learning for Tomorrow in Year 12 An enabling or bridging program at another Australian university
Minimum English requirement Evidence of completing Year 11 and 12 in Australia at any level (domestic applicants only), OR Evidence of completing a minimum of 2 years study at TAFE or an RTO (domestic applicants only), OR A STAT Written English score of 140 or higher, OR Scaled mark of 50 or higher in one of the following: English ATAR Literature ATAR English as and Additional Dialect (EALD)

Means of admission	Minimum academic requirement	Minimum English requirement
Diploma or Advanced Diploma AQF level 5-6	Successful completion of a Diploma or Advanced Diploma.	Successful completion of a Diploma or Advanced Diploma.
Certificate IV AQF level 4	Successful completion of a Certificate IV.	Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only), OR STAT Written English score of 140 or higher (145 if prior to May 2010).

Diploma or Advanced Diploma AQF level 5-6
Minimum academic requirement Successful completion of a Diploma or Advanced Diploma.
Minimum English requirement Successful completion of a Diploma or Advanced Diploma.

Certificate IV AQF level 4
Minimum academic requirement Successful completion of a Certificate IV.
Minimum English requirement Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only), OR STAT Written English score of 140 or higher (145 if prior to May 2010).

Means of admission	Minimum academic requirement	Minimum English requirement
Experienced based entry	A successful experience based entry application that demonstrates relevant aptitude and ability in a related learning area. Find out more about the Experienced based entry.
Special Tertiary Admissions Test (STAT)	Multiple Choice score of 135 (145 if taken prior to May 2010).	Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only). Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Written English Score of 140 (145 if taken prior to May 2010).
Mature Age Pathway (MAP)	MAP involves an interview and a portfolio submission to be assessed by the Academic Chair of the course. Admission is based on relevant work and life experience. Applicants must also meet the English Language Competency requirements for the course. Email us for more information.	Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only). Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Must be met according to the respective courses standard ELC requirements, STAT Written English 140, etc.

Experienced based entry
Minimum academic requirement A successful experience based entry application that demonstrates relevant aptitude and ability in a related learning area. Find out more about the Experienced based entry.

Special Tertiary Admissions Test (STAT)
Minimum academic requirement Multiple Choice score of 135 (145 if taken prior to May 2010).
Minimum English requirement Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only). Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Written English Score of 140 (145 if taken prior to May 2010).

Mature Age Pathway (MAP)
Minimum academic requirement MAP involves an interview and a portfolio submission to be assessed by the Academic Chair of the course. Admission is based on relevant work and life experience. Applicants must also meet the English Language Competency requirements for the course. Email us for more information.
Minimum English requirement Evidence of completing year 11 and 12 in Australia at any Level (Domestic Applicants Only). Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (Domestic Applicants Only). Must be met according to the respective courses standard ELC requirements, STAT Written English 140, etc.

English Requirements

You must meet a minimum standard in English to study at Murdoch, which for most courses can be demonstrated by providing evidence that you have completed Year 11 and 12 in Australia at any level if you are a domestic student, or through either English proficiency tests, university preparation courses, English language courses, previous tertiary study or vocational education.

Advanced Standing

Everyone has a different path to university so if you’ve already completed formal or informal learning, you could receive advanced standing. Also known as recognition of prior learning, advanced standing can reduce the amount of study needed to complete your degree by giving you credit for certain units.

Formal learning can include previous study in higher education vocational education or adult and community education. Informal learning can include on the job learning, various kinds of work and life experience.

Find out more

This information applies to courses offered at our Australian campuses only. Courses offered at our Dubai and Singapore campuses or delivered by Open Universities Australia may have different requirements.

Enabling pathways

If you don’t currently meet our admission requirements, we have a range of enabling pathways to help build your skills.

Progress to fees and scholarships

Fees and scholarships

How much will it cost?

Instead of paying an overall course fee, you pay for the individual units you enrol in. The total course cost will vary depending on the units you choose.

Following your successful application, you’ll receive a Letter of Offer which will contain specific course and fee information.

If you are applying for an undergraduate course, you may be eligible for a Commonwealth Supported Place. Postgraduate programs are full fee paying, unless indicated otherwise in your Letter of Offer.

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How to apply

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Data Science

What type of student are you?

Overview

Study areas

Courses with this major

Apply to start

Sign up to hear from us

Structure

Total credit points: 24

Courses with this major

Where could a maths or science degree take you?

Entry requirements

Select which option best describes your path to university :

Higher Education

Recent Secondary Education

Vocational Education & Training

Work & Life Experience

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

English Requirements

Advanced Standing

Adjustment for Murdoch RISE

Advanced Standing

Enabling pathways

Fees and scholarships

Scholarships

How much will it cost?

How much will it cost?

Scholarships

How to apply

How to apply