Postgraduate Major

Data Science (with Dissertation)

Apply your scientific skills to build your expertise in data and business analysis, machine learning, data mining and data resources management.

What type of student are you?

Domestic International

Murdoch code: MJ-DSDA
Study mode: Full Time or Part Time
Selection rank
CRICOS code: See Course

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Overview

Data science is used to drive decision-making across every industry, from medical research and the food industry to airlines, customer service and artificial intelligence.

As part of your coursework, you’ll explore big data and machine learning, and how they are used by organisations of every size. You’ll learn new skills and ways of thinking as you explore data acquisition, preparation, transformation and modelling.

For your dissertation, you’ll work with your supervisor to decide on a topic and explore new approaches and the latest developments in data science.

3 reasons to study Science at Murdoch

Build your expertise in the expanding field of data science and machine learning.
Get mentored by our data science academics who have experience solving real-world problems.
Learn in our 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.

What you’ll learn

Learn how to apply data science and machine learning to identify and address challenges faced by an organisation.
Develop the skills you need to lead a team, work as part of a team and work on your own.
Learn a wide range of data techniques, including how to collect, record, analyse and interpret information.
Use creative thinking to define and resolve data science problems.
Develop a deep understanding of the ethics of data science and how this relates to a range of professional settings.

Your future career

When you graduate with a postgraduate qualification, you’ll have the skills and expertise you need to manage, protect and leverage big data across any industry including telecommunications, health, education, architecture, engineering, law and government. Your career options could include:

Data Scientist
Machine Learning experts
Data Analyst
Data and Analytics Manager
Business Intelligence Architect

For further admission information about this course, please download our Information Pack.

Murdoch Admission Information - Science

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Study areas

Information Technology

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Structure

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Total credit points: 27

Unit code	Unit name	Credit points
Major		27 credit points
Required Units		27 credit points
ICT513	Data Analytics	3
ICT515	Foundations of Data Science	3
ICT601	Business Analytics	3
ICT616	Data Resources Management	3
ICT619	Artificial Intelligence	3
ICT678	Information Technology Research Dissertation	12

Progress to entry requirements

Entry requirements

Means of admission	Minimum academic requirement	Minimum English requirement
Enabling courses (in Year 12) - standard	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)
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).
Murdoch Institute of Technology (MIT) courses	Successful completion of one of the following: Murdoch University Preparation Course with a minimum of 50% in every subject MUPC (1 Trimester) Foundation Studies Course with a minimum of 50% in every subject.	Successful completion of one of the following: Murdoch University Preparation Course Introduction to Academic Communication unit Foundation Studies Course with a minimum of 50% in every subject.
Enabling courses (after Year 12) - standard	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) - standard
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)

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).

Murdoch Institute of Technology (MIT) courses
Minimum academic requirement Successful completion of one of the following: Murdoch University Preparation Course with a minimum of 50% in every subject MUPC (1 Trimester) Foundation Studies Course with a minimum of 50% in every subject.
Minimum English requirement Successful completion of one of the following: Murdoch University Preparation Course Introduction to Academic Communication unit Foundation Studies Course with a minimum of 50% in every subject.

Enabling courses (after Year 12) - standard
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.

Means of admission	Minimum academic requirement	Minimum English requirement
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.
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.
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).
Overseas Year 12	Please refer to the information under the country of study.	Please refer to the information under the country of study.
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.
Enabling courses (in Year 12) - standard	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)
Western Australian Universities Foundation Program (WAUFP)	CPS 54 or higher.	50% in English Language and Australian Cultural Studies (ELACS).
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).

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.

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.

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).

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.

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.

Enabling courses (in Year 12) - standard
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)

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).

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).

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 Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (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 Evidence of completing a minimum of 2 years of studies at TAFE or an RTO (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
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.
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)
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.

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).

Recognised Australian Computer Society (ACS) accredited Bachelor's degree in IT (AQF Level 7); OR recognised Bachelor's degree (AQF Level 7) plus an approved qualification in IT (AQF Level 8); OR recognised Honours degree (AQF Level 8) plus five or more years of relevant experience. Data Science (with Dissertation) Major Description Recognition of relevant and current informal or non-formal learning may be used for entry requirements, and should be discussed with the Academic Chair.

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.

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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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Data Science (with Dissertation)

What type of student are you?

Overview

Study areas

Apply to start

Sign up to hear from us

Structure

Total credit points: 27

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

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Minimum academic requirement

Minimum English requirement

Minimum academic requirement

Minimum English requirement

English Requirements

Advanced Standing

Advanced Standing

Fees and scholarships

Scholarships

How much will it cost?

How much will it cost?

Scholarships

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