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MAJOR

Data Science Major (BSc Science)

MJRU-DATSC

TAUGHT BY: School of Electrical Engineering, Computing and Mathematical Sciences (EECMS)

This offering version is phasing out and no longer taking applications. You may be able to apply for a later version.

DURATION

Duration of the course with a full-time study load. Studying part-time will extend the duration of your course.

If duration is not available (N/A) the offering may be part of a larger course.

N/A

CREDIT

A full-time study load usually consists of 200 credits (approximately eight units) per year, with 100 credits (approximately four units) in each semester.

600

About offering

Data scientists collate and analyse large volumes of data and communicate their findings to a range of audiences. Their ability to use big data to predict future trends is becoming an essential part of decision making in business and government.

Data is being generated at an unprecedented rate and its availability will continue to increase. Every industry is using large volumes of data – from predicting weather patterns and optimising harvesting in agriculture, to improving patient diagnosis in the health industry, to enhancing the management of remote infrastructure in mining.

This is a multidisciplinary major. It combines studies in computing, emerging internet technologies, media and statistics. You will gain a foundation in programming and statistics, which will form the basis of higher-level studies in data mining, data security and computer simulation.

This course builds your capacity to extract, analyse and visualise large volumes of data and communicate analytical outcomes to a range of audiences. You will graduate equipped to enter a range of industries where data science is key to innovation.

In keeping with Curtin’s strong links with industry, this course has an industry advisory group that provides guidance about the course content. It consists of representatives from the resources sector, management consulting, data analytics services and spatial data product developers, and enterprises such as Optika Solutions and PwC.

Please refer to the handbook for additional course overview information. 

How to apply

This major sits within the Bachelor of Science degree. To apply for this major, you will apply for the Bachelor of Science. In step 3 of the application process, you will be asked to confirm the major you wish to study.

Applying as an undergraduate student is easy. For information tailored to your situation, visit our easy to follow instructions to get your application started.

Ready to apply?

APPLY NOW

Data Science

What you'll learn

  • understand the theoretical background to processes for efficient collection, management, secure storage and analysis of large data sets
  • formulate hypotheses about data and develop innovative strategies for testing them by implement appropriate algorithms to analyse both large and small datasets
  • extract valid and meaningful conclusions from various types of large data sets that can support evidence based decision making
  • communicate approaches and solutions to data science problems to a range of audiences in a variety of modes
  • identify, select and use appropriate open source and proprietary data management and analysis tools to identify patterns or relationships in large volumes of data
  • recognise the importance of continuous learning opportunities in a rapidly developing field and engage in self-driven development as a data scientist
  • understand the global nature of data science and apply appropriate international standards in data science and data analytics
  • work collaboratively and respectfully with data scientists from a range of cultural backgrounds
  • work professionally and ethically on independent data science projects and as a team member working collaboratively to innovative data science solutions

Why study Data Science Major (BSc Science)

The development of this major is strongly linked with the recent developments in the big data space – with the establishment of the Curtin Institute for Computation (CIC) (research focus), and the opening of Innovation Central Perth (providing potential University/industry links in education and research.

Student profile

View our student profile table to get an indication of the likely peer cohort for new students at Curtin University. This table provides data on students that commenced undergraduate study and passed the census date in the most relevant recent intake period for which data are available. It includes those admitted through all offer rounds and international students studying in Australia.

Career information

Careers

  • Data analyst
  • Data scientist

Industries

  • Agriculture and environment
  • Arts
  • Economics, business, banking and finance
  • Geographic information science
  • Government
  • Health science
  • Media
  • Supply chain logistics
  • Technology

Admission criteria for Australian and New Zealand students

Curtin requires all applicants to demonstrate proficiency in English. Specific English requirements for this course are as outlined in the IELTS table below. Additional information on how you can meet the English requirement can be found on the English proficiency page.

IELTS Academic (International English Language Testing System)
Writing 6.0
Speaking 6.0
Reading 6.0
Listening 6.0
Overall band score 6.0

What kind of applicant are you?

Female high school student in classroom

Applicants with recent secondary education

Completed your secondary education in Australia within the past two years? Learn how you can apply to Curtin.

Applicants with work and life experience

See how to apply if you’ve completed a pathway program, finished secondary education more than two years ago or spent time in the workforce.

Applicants with vocational education and training (VET) study

Learn how you can gain entry with a TAFE or other vocational education training (VET) qualification.

Applicants with higher education study

Find out how to apply and what credit you may be eligible for if you have previous higher education study.

Female high school student in classroom

Applicants with recent secondary education

Applicants with recent secondary education are those whose admission is primarily based on the completion of Year 12 within the last two years, but also includes those who may have completed their senior secondary studies with a TAFE or other VET provider within the same time frame. This includes applicants whose secondary education was undertaken interstate or overseas.

  • Guaranteed ATAR: 80

    This is the ATAR level at which an offer of admission is guaranteed, subject to any other non-ATAR criteria being met.
  • Essential WACE subjects (prerequisites)

    Mathematics Methods ATAR, or equivalent.

  • STAT entry: Not accepted.

    The Special Tertiary Admissions Test (STAT) assesses competencies considered important for success at uni.
    These tests are provided by the Tertiary Institutions Service Centre (TISC) to help mature age candidates apply for certain courses.

Please see our correlation comparability for previous TEE subjects, WACE courses and WACE ATAR courses.

Other admission options

Lowest selection rank to which a recent Year 12 student offer was made (including the consideration of any equity or other adjustment factors)

View the lowest selection rank (incorporating ATAR plus any adjustments) of an applicant to which an offer of a place was made in the most relevant recent intake period, this includes any ATAR adjustments.

Selection rank adjustments (previously referred to as ATAR related adjustments)

Details of the types of adjustment factors (bonus points) commonly available to applicants can be found on our StepUp to Curtin webpage.

ATAR and selection rank profile for those offered places wholly or partly on the basis of ATAR in the most recent intake period

View data on the ATAR and selection rank profile of offers made from the most relevant recent intake period.

Applicants with work and life experience

Applicants with work and life experience are those who left secondary education more than two years ago (i.e. who are not classified as recent secondary education applicants) and have not undertaken vocational education training (VET) or higher education study since then.

‘Experience’ includes a combination of factors sufficient to demonstrate readiness for higher education such as mature-age entry, professional experience whether completion of the Special Tertiary Admission Test (STAT) is required or not, community involvement or work experience. Applicants may have undertaken non-formal programs that have helped prepare them for tertiary education or are relevant to the proposed higher education field of study.

  • Guaranteed ATAR: 80

    This is the ATAR level at which an offer of admission is guaranteed, subject to any other non-ATAR criteria being met.
  • Essential WACE subjects (prerequisites)

    Mathematics Methods ATAR, or equivalent.

  • STAT entry: Not accepted.

    The Special Tertiary Admissions Test (STAT) assesses competencies considered important for success at uni.
    These tests are provided by the Tertiary Institutions Service Centre (TISC) to help mature age candidates apply for certain courses.

Please see our correlation comparability for previous TEE subjects, WACE courses and WACE ATAR courses.

Applicants with vocational education and training (VET) study

Applicants with vocational education and training (VET) study are those whose highest level of study since leaving secondary education is a VET course. This includes study at a public TAFE or other VET provider, whether a qualification was completed or not. Applicants with VET study may have other qualifications such as a Year 10 or Year 12 secondary school certificate.

  • Guaranteed ATAR: 80

    This is the ATAR level at which an offer of admission is guaranteed, subject to any other non-ATAR criteria being met.
    OR
  • TAFE:
    • AQF Diploma; or
    • AQF Advanced Diploma

    AND

    • satisfied the prerequisite.

    The Maths Methods prerequisite can be met with:

    • Maths Methods ATAR; or
    • MATH1013 Introductory Mathematics or MATH1005 Pre-Calculus, and MATH1014 Foundations of Calculus

    OR

    • TAFE Advanced Diploma with suitable modules including Calculus.
  • Essential WACE subjects (prerequisites)

    Mathematics Methods ATAR, or equivalent.

  • STAT entry: Not accepted.

    The Special Tertiary Admissions Test (STAT) assesses competencies considered important for success at uni.
    These tests are provided by the Tertiary Institutions Service Centre (TISC) to help mature age candidates apply for certain courses.

Please see our correlation comparability for previous TEE subjects, WACE courses and WACE ATAR courses.

Applicants with higher education study

Applicants with higher education are those whose highest level of study since leaving secondary education is a higher education course, such as a university degree. This includes applicants who are currently studying a higher education course at another education provider and want to transfer to Curtin University, or applicants who are currently studying at Curtin but want to switch to a different course. It also includes applicants who have completed past study with university and non-university higher education providers.

  • Curtin offers a variety of bridging courses to help you meet the admission criteria for this course. Find out more about our bridging courses.
  • Essential WACE subjects (prerequisites)

    Mathematics Methods ATAR, or equivalent.

Please see our correlation comparability for previous TEE subjects, WACE courses and WACE ATAR courses.

Curtin course switcher criteria

To switch into this course, you need to have:

  • attained an ATAR of 80 and met the prerequisites; or
  • if you have studied Maths Applications or equivalent:
    • completed 100 credits within one semester, with a semester weighted average (SWA) of 65% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • if you have studied Maths Methods or equivalent:
    • completed 100 credits within one semester, with an SWA of 60% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • completed 200 credits with a course weighted average (CWA) of 55% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • completed 400 credits with a CWA of 50% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher.

The Maths Methods prerequisite can be met with:

  • Maths Methods ATAR; or
  • MATH1013 Introductory Mathematics or MATH1005 Pre-Calculus (12.5 credits); and
  • MATH1014 Foundations of Calculus.
Higher education course switcher criteria

To switch into this course from another higher education course, you need to have:

  • attained an ATAR of 80 plus any unit/s assessed as comparable to Maths Methods ATAR; or
  • if you have studied Maths Applications or equivalent:
    • completed 100 credits within one semester, with a semester weighted average (SWA) of 65% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • if you have studied Maths Methods or equivalent:
    • completed 100 credits within one semester, with an SWA of 60% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • completed 200 credits with a course weighted average (CWA) of 55% or higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher; or
  • completed 400 credits with a CWA of 50% of higher, plus any unit/s assessed as comparable to Maths Methods ATAR or higher.

Cut-off scores

Please note: The cut-off scores below are for 2018 only.

Qualification Score
GCE/STPM/HKALE (A-levels - best of three) 8
HKDSE 18
IB 28
Ontario Gr 12 (best of 6) 70
ATAR (including WACE/SACE/HCE/VCE) 80
WAUFP (CPS) 59
India (CBSE) 70%
India (HSC) 71%
Sri Lanka 8

Minimum academic entry requirements

Please select a country above.

Essential course prerequisites

Mathematics (including calculus).

Other requirements and notes for this course

Admission criteria may be different if you are studying this major as part of a double degree. Please contact the Admissions Office for more information.

In addition to the course-specific admission criteria listed above, please read our general admission criteria. Our general admission criteria apply to all courses at Curtin University.

Advanced standing / credit transfer / recognition of prior learning

At Curtin, we understand that everyone’s study journey has been different.

You may have already studied some of the units (subjects) listed in your Curtin course, or you may have work experience that matches the degree requirements.

If this applies to you, you can apply for credit for recognised learning (CRL), which means your previous study is recognised and matched against a similar unit in your intended Curtin course.

A successful CRL application exempts you from having to complete certain units within your course and means you could finish your degree in a shorter amount of time.

CRL is also known as recognition of prior learning, advanced standing and credit transfer.

Use the CRL search to find out how much CRL you qualify for, or contact us at:

Email: crl@curtin.edu.au
Tel: 1300 222 888

CRL search

At Curtin, we understand that everyone’s study journey has been different.

You may have already studied some of the units (subjects) listed in your Curtin course at another educational institution, or you may have work experience that matches the degree requirements.

A successful CRL application exempts you from having to complete certain units within your course and means you could finish your degree in a shorter amount of time.

CRL is also known as recognition of prior learning, advanced standing and credit transfer.

Use the CRL search to find out how much CRL you qualify for, or contact us at:

Email: ci-enquiries@curtin.edu.au
Tel: 1300 222 888

CRL search

Next steps

This major/stream is part of a larger course. Please view the About offering tab for more information, including how to apply.

Where to get further information

Applicants applying for an undergraduate degree with an International Baccalaureate (IB) Diploma

Find information on how you can apply to study at Curtin with an International Baccalaureate (IB) Diploma if you are applying for an undergraduate degree.

Applicants with other international qualifications

Find information on what qualifications you can use to apply for a Curtin course.

  • The offering information on this website applies only to future students. Current students should refer to faculty handbooks for current or past course information. View courses information disclaimer.

  • Curtin course code: MJRU-DATSC
  • This offering was last updated on: 12/08/2019