Postgraduate Major

Artificial Intelligence and Data Science

Gain expert knowledge and specialist skills that combine artificial intelligence systems and machine learning algorithms. You’ll also develop a deeper understanding of the scientific methods behind successful data analytics.

What type of student are you?

Murdoch code
MJ-IAID
Study mode
Full Time or Part Time
Selection rank
CRICOS code
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Overview

Prepare for the workforce across a range of sectors. Whether you’re a graduate from an information technology degree or from another discipline, this course is designed to give you the technical skills needed to harness innovative solutions to industry challenges. You’ll gain knowledge and skills in the area of AI and data science and learn about emerging and future technologies, machine learning and AI techniques, data and business analysis, and data mining.

With a growing demand for AI and data specialists, having a unique skill set in data driven AI modellings and data analytics will give you the competitive advantage needed to succeed in the future workplace.

3 reasons to study Artificial Intelligence and Data Science at Murdoch

  1. 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.
  2. 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.
  3. Learn from information technology experts and industry advisors as they share their experience and insights from a range of perspectives.

Develop your skills

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

  • AI techniques
  • Data science methods
  • Machine learning techniques
  • Software tools that create efficient AI solutions
  • Advanced computational and statistical tools

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:

  • AI Specialist
  • Machine Learning Specialist
  • Machine Learning Consultant
  • Data Scientist
  • Data Analyst
  • Business Analyst

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

Unit code Unit name Credit points
Progress to entry requirements
Courses with this major
Progress to entry requirements

Entry requirements

I have completed studies in
Select which option best describes your path to university :
Means of admission Minimum academic requirement Minimum english requirement
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.
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).
Creative Portfolio Successful Portfolio application as assessed by the Academic Chair of the course.Find out more Scaled mark of 50 or higher in one of the following:English ATARLiterature ATAREnglish as an Additional Dialect (EALD) ATAR or interstate equivalent, or a STAT Written English score of 140 or higher.
Enabling courses

Successful completion of one of the following:

  • OnTrack, FlexiTrack, OnTrack Sprint or K-Track at Murdoch University
  • Murdoch FlexiTrack High program in Year 12.
  • TLC – Learning for Tomorrow in Year 12.
  • an enabling or bridging course at another Australian University.

 

Successful completion of the course.
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.
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).
Creative Portfolio

Minimum academic requirement

Successful Portfolio application as assessed by the Academic Chair of the course.Find out more

Minimum english requirement

Scaled mark of 50 or higher in one of the following:English ATARLiterature ATAREnglish as an Additional Dialect (EALD) ATAR or interstate equivalent, or a STAT Written English score of 140 or higher.
Enabling courses

Minimum academic requirement

Successful completion of one of the following:

  • OnTrack, FlexiTrack, OnTrack Sprint or K-Track at Murdoch University
  • Murdoch FlexiTrack High program in Year 12.
  • TLC – Learning for Tomorrow in Year 12.
  • 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
Overseas Year 12
Please refer to the information under the country of study.
Please refer to the information under the country of study.
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.
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.

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).


Portfolio entry

A successful portfolio application that demonstrates relevant aptitude and ability in a related learning area.​ Find out more about the Portfolio Entry Pathway.

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).


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.
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.
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.

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).


Portfolio entry

Minimum academic requirement

A successful portfolio application that demonstrates relevant aptitude and ability in a related learning area.​ Find out more about the Portfolio Entry Pathway.

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)

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

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)

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

STAT Written English score of 140 or higher (145 if prior to May 2010).


Means of admission Minimum academic requirement Minimum english requirement
Portfolio entry

A successful portfolio application that demonstrates relevant aptitude and ability in a related learning area.​ Find out more about the Portfolio Entry Pathway.

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).


Portfolio entry

Minimum academic requirement

A successful portfolio application that demonstrates relevant aptitude and ability in a related learning area.​ Find out more about the Portfolio Entry Pathway.

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 non-Australian Computer Science accredited Bachelor's degree in IT (AQF Level 7); OR recognised non-IT Bachelor's degree (AQF Level 7) plus an approved qualification in IT (AQF Level 8); OR recognised non-IT Honours degree (AQF Level 8) plus five or more years of relevant experience. 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.

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.

Progress to fees and scholarships

Fees and scholarships

Students in a lecture theatre

Scholarships

Make the most of your university experience by reducing the financial costs with a scholarship.

Whether you’re a high achiever or have experienced hardship, we offer a wide range of scholarships and awards to students from all walks of life. Explore our scholarships to find the ones you could be eligible for as a new Murdoch student as well as what's available throughout your degree.

Find your scholarship
cbd

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.

View Fee Calculator
cbd

How much will it cost?

Course fees vary depending on the level of study and the year of commencement. Use our Fee Calculator to estimate the cost of your course.

View Fee Calculator
Students in a lecture theatre

Scholarships

Make the most of your university experience by reducing the financial costs with a scholarship. Our International Welcome Scholarship offers eligible students between $8,000 and $11,000, depending on the course you study.

The Australian Government also offers scholarships to students from developing countries through the Australia Awards Scholarship program.

Explore our scholarships and find out if you’re eligible to apply.

Find your scholarship
Progress to how to apply

How to apply

I want to start studying in

No Admissions

 

To start studying in Semester 1, you can apply directly to Murdoch online for all courses except Veterinary Science. If you're applying for Veterinary Science, you must apply through TISC.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Semester 1 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Semester 2 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Semester 2 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 1 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can being your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 1 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 2 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 2 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 3 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

 

To start studying in Trimester 3 you can apply direct to Murdoch online.

Check the apply to start dates to see when you can begin your degree, then follow the four step application process. Remember to check the document checklist for what to include when applying.

 

Your Document Checklist

Ready to apply? Before you start, make sure you have some or all of the following documentation ready for a quick application.

  • Completed official Academic Transcripts and Certificates of Completion

Your Document Checklist

Ready to apply? Before you start, make sure you have all of the following documentation ready for a quick application.

  • Complete or incomplete official Academic Transcripts and Certificates of Completion – both original and English translated versions
  • A letter showing proof of 2 years of work experience if your Bachelor degree is not in information technology
  • English Language Proficiency Document (if available)
  • A recent Curriculum Vitae
How to apply
how-to-apply