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Courses
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Undergraduate Courses
- Advanced Diploma of Arts [Exit only]
- BBiotech – Aquaculture Science and Technology Major
- Bachelor of Advanced Science
- Bachelor of Arts
- Bachelor of Arts (Honours) [End-on]
- Bachelor of Arts – Bachelor of Business
- Bachelor of Arts – Bachelor of Laws
- Bachelor of Arts – Bachelor of Laws (Honours) [Embedded]
- Bachelor of Arts – Bachelor of Science
- Bachelor of Biomedical Sciences
- Bachelor of Biomedical Sciences (Honours) [End-on]
- Bachelor of Biomedical Sciences [Indigenous Health Careers Access Program]
- Bachelor of Business
- Bachelor of Business (Honours) [End-on]
- Bachelor of Business and Environmental Science
- Bachelor of Business – Bachelor of Laws
- Bachelor of Business – Bachelor of Laws (Honours) [Embedded]
- Bachelor of Business – Bachelor of Psychological Science
- Bachelor of Clinical Sciences (Honours) [Embedded]
- Bachelor of Creative Arts and Media
- Bachelor of Creative Arts and Media (Honours) [End-on]
- Bachelor of Creative Media (Honours) [End-on]
- Bachelor of Dental Surgery
- Bachelor of Economics (Honours) [End-on]
- Bachelor of Education (Early Childhood Education)
- Bachelor of Education (Primary)
- Bachelor of Education (Secondary)
- Bachelor of Education Professional Development
- Bachelor of Educational Services – [Exit only]
- Bachelor of Engineering (Honours) [Embedded] – Bachelor of Information Technology
- Bachelor of Engineering (Honours) [Embedded] – Bachelor of Science
- Bachelor of Engineering (Honours)[Embedded]
- Bachelor of Environmental Practice
- Bachelor of Exercise Physiology (Clinical)
- Bachelor of Exercise Physiology (Clinical) (Honours) [End-on]
- Bachelor of Exercise Physiology (Clinical) [Indigenous Health Careers Program]
- Bachelor of Geology
- Bachelor of Geology (Honours) [End-on]
- Bachelor of Information Technology
- Bachelor of Information Technology (Honours) [End-on]
- Bachelor of Laws
- Bachelor of Laws (Graduate Entry)
- Bachelor of Laws (Graduate Entry) (Honours) [Embedded]
- Bachelor of Laws (Honours) [Embedded]
- Bachelor of Life Sciences [Exit only]
- Bachelor of Marine Science
- Bachelor of Medical Laboratory Science (Honours) [Embedded]
- Bachelor of Medical Laboratory Science (Honours) [Embedded] [Indigenous Health Careers Access Program]
- Bachelor of Medical Science (Honours) (End-on]
- Bachelor of Medicine, Bachelor of Surgery
- Bachelor of Medicine, Bachelor of Surgery (Honours) [Embedded]
- Bachelor of Medicine, Bachelor of Surgery (Honours) [End-on]
- Bachelor of Nursing Science (Honours) [End-on]
- Bachelor of Nursing Science [Indigenous Health Careers Program]
- Bachelor of Nursing Science [Post-Registration]
- Bachelor of Nursing Science [Pre-registration]
- Bachelor of Nursing Science – Bachelor of Midwifery
- Bachelor of Occupational Therapy (Honours) - Indigenous Health Careers Access Program
- Bachelor of Occupational Therapy (Honours) [Embedded]
- Bachelor of Pharmacy
- Bachelor of Pharmacy (Honours) [Embedded]
- Bachelor of Pharmacy (Honours) [End-on]
- Bachelor of Pharmacy [Indigenous Health Careers Access Program]
- Bachelor of Physiotherapy
- Bachelor of Physiotherapy (Honours) [Embedded]
- Bachelor of Physiotherapy (Honours) [End-on]
- Bachelor of Physiotherapy [Indigenous Health Careers Access Program]
- Bachelor of Planning
- Bachelor of Planning (Honours) [Embedded]
- Bachelor of Psychological Science
- Bachelor of Psychological Science (Honours) [End-on]
- Bachelor of Science
- Bachelor of Science (Honours) [End-on]
- Bachelor of Science – Bachelor of Laws
- Bachelor of Science – Bachelor of Laws (Honours)[Embedded]
- Bachelor of Social Work
- Bachelor of Social Work (Honours) [End-on]
- Bachelor of Speech Pathology
- Bachelor of Speech Pathology (Honours) [Embedded]
- Bachelor of Speech Pathology (Honours) [End-on]
- Bachelor of Speech Pathology [Indigenous Health Careers Access Program]
- Bachelor of Sport and Exercise Science
- Bachelor of Sport and Exercise Science (Honours) [End-on]
- Bachelor of Sport and Exercise Science [Indigenous Health Careers Access Program]
- Bachelor of Veterinary Science
- Bachelor of Veterinary Science (Honours) [End-on]
- Bachelor of Veterinary Science [Indigenous Health Careers Access Program]
- Course and Subject Information Management
- DipHigherEd – Health Major
- Diploma of Higher Education
- Diploma of Tertiary Studies [Exit only]
- First Teaching Area (Secondary Marine Studies) 24cp
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Postgraduate Courses
- Graduate Certificate in Ridge to Reef Sustainable Development
- Graduate Certificate of Accounting
- Graduate Certificate of Advanced Accounting [Exit Only]
- Graduate Certificate of Aeromedical Retrieval
- Graduate Certificate of Australian Rural Leadership
- Graduate Certificate of Biomedical Sciences
- Graduate Certificate of Business Administration
- Graduate Certificate of Career Development
- Graduate Certificate of Catholic Education
- Graduate Certificate of Conflict Management and Resolution
- Graduate Certificate of Data Science
- Graduate Certificate of Development Practice
- Graduate Certificate of Diabetes Education
- Graduate Certificate of Disaster Health and Humanitarian Assistance
- Graduate Certificate of Education (Tertiary Teaching)
- Graduate Certificate of Education [Exit Only]
- Graduate Certificate of Education for Sustainability
- Graduate Certificate of Health Economics
- Graduate Certificate of Health Professional Education
- Graduate Certificate of Infection Control
- Graduate Certificate of Information Technology
- Graduate Certificate of International Hospitality Management
- Graduate Certificate of Nursing
- Graduate Certificate of Pharmaceutical Public Health
- Graduate Certificate of Planning and Indigenous Communities
- Graduate Certificate of Public Health
- Graduate Certificate of Rehabilitation
- Graduate Certificate of Research Methods [Tropical Environments and Societies]
- Graduate Certificate of Research Methods [Tropical Health and Medicine]
- Graduate Certificate of Rural Generalist Practice [Exit Only]
- Graduate Certificate of Science
- Graduate Certificate of Travel Medicine
- Graduate Certificate of Tropical Animal Science
- Graduate Certificate of Tropical Veterinary Science
- Graduate Diploma of Accounting
- Graduate Diploma of Advanced Accounting
- Graduate Diploma of Biomedical Sciences
- Graduate Diploma of Business Administration – Exit only
- Graduate Diploma of Clinical Psychology
- Graduate Diploma of Conflict Management and Resolution – Exit only
- Graduate Diploma of Data Science
- Graduate Diploma of Dental Implantology
- Graduate Diploma of Development Practice
- Graduate Diploma of Economics
- Graduate Diploma of Education (Secondary)
- Graduate Diploma of Health Professional Education
- Graduate Diploma of Information Technology [Exit only]
- Graduate Diploma of International Hospitality Management – Exit only
- Graduate Diploma of Medical Science
- Graduate Diploma of Midwifery
- Graduate Diploma of Nursing
- Graduate Diploma of Orthodontics
- Graduate Diploma of Psychology
- Graduate Diploma of Public Health and Tropical Medicine
- Graduate Diploma of Rehabilitation
- Graduate Diploma of Research Methods [Tropical Environments and Societies]
- Graduate Diploma of Research Methods [Tropical Health and Medicine]
- Graduate Diploma of Rural Generalist Practice
- Graduate Diploma of Rural and Remote Medicine
- Graduate Diploma of Science
- Graduate Diploma of Social Science
- Graduate Diploma of Surgical Anatomy
- Graduate Diploma of Tropical Animal Science
- Graduate Diploma of Tropical Medicine and Hygiene
- Graduate Diploma of Tropical Veterinary Science
- Master of Business Administration
- Master of Business Administration (Leadership)
- Master of Business Administration - Master of Conflict Management and Resolution
- Master of Conflict Management and Resolution
- Master of Conflict Management and Resolution
- Master of Data Science
- Master of Development Practice
- Master of Economics
- Master of Education
- Master of Education – Master of Business Administration
- Master of Guidance and Counselling
- Master of Health Professional Education
- Master of Information Technology
- Master of Information Technology – Master of Business Administration
- Master of International Tourism and Hospitality Management
- Master of International Tourism and Hospitality Management – Master of Business Administration
- Master of Medical Science
- Master of Midwifery
- Master of Nursing
- Master of Pharmaceutical Public Health
- Master of Planning and Urban Design
- Master of Professional Accounting
- Master of Professional Accounting – Master of Business Administration
- Master of Psychology (Clinical)
- Master of Public Health
- Master of Public Health - Master of Business Administration
- Master of Public Health and Tropical Medicine
- Master of Rehabilitation
- Master of Rural and Remote Medicine
- Master of Science
- Master of Science (Professional)
- Master of Social Science
- Master of Social Work (Professional Qualifying)
- Master of Teaching and Learning (Primary)
- Master of Teaching and Learning (Secondary)
- Master of Tropical Animal Science
- Master of Tropical Veterinary Science
- Graduate Certificate of Education (Academic Practice)
- Master of Business Administration Global
- Graduate Diploma of Business Administration Global
- Graduate Certificate of Business Administration Global
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Non Award Courses
- English Language Preparatory Program
- English for Academic Purposes
- ·¬ÇÑÉçÇø Exchange Program (1 semester)
- ·¬ÇÑÉçÇø Exchange Program (Full Year)
- ·¬ÇÑÉçÇø Exchange Program (Full Year) Postgraduate
- ·¬ÇÑÉçÇø Exchange Program [1 Semester] – Postgraduate
- ·¬ÇÑÉçÇø Singapore Study Abroad Program (1 trimester)
- ·¬ÇÑÉçÇø Singapore Study Abroad Program (1 trimester) Postgraduate
- ·¬ÇÑÉçÇø Singapore Study Abroad Program (2 trimesters)
- ·¬ÇÑÉçÇø Study Abroad Program (1 semester) Postgraduate
- ·¬ÇÑÉçÇø Study Abroad Program (Half Year)
- ·¬ÇÑÉçÇø Study Abroad Program (full year)
- Postgraduate Qualifying Program
- Pre-University Foundation Program
- Tertiary Access Course
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Research Courses
- Doctor of Education [Research]
- Doctor of Health Professional Education [Research]
- Doctor of Medical Education (Research)
- Doctor of Medicine [Research]
- Doctor of Pharmacy [Research]
- Doctor of Philosophy (Agriculture, Environmental and Related Studies)
- Doctor of Philosophy (Architecture and Building)
- Doctor of Philosophy (Creative Arts)
- Doctor of Philosophy (Education)
- Doctor of Philosophy (Engineering and Related Technologies)
- Doctor of Philosophy (Health)
- Doctor of Philosophy (Information Technology)
- Doctor of Philosophy (Management and Commerce)
- Doctor of Philosophy (Medical and Molecular Sciences)
- Doctor of Philosophy (Natural and Physical Sciences)
- Doctor of Philosophy (Prior Publication)
- Doctor of Philosophy (Society and Culture)
- Doctor of Psychology (Clinical Psychology)
- Doctor of Public Health [Research]
- Doctor of Tropical Environmental Management [Research]
- Master of Laws (Research)
- Master of Philosophy (Agriculture, Environmental and Related Studies)
- Master of Philosophy (Architecture and Building)
- Master of Philosophy (Creative Arts)
- Master of Philosophy (Education)
- Master of Philosophy (Engineering and Related Technologies)
- Master of Philosophy (Health)
- Master of Philosophy (Information Technology)
- Master of Philosophy (Management and Commerce)
- Master of Philosophy (Medical and Molecular Sciences)
- Master of Philosophy (Natural and Physical Sciences)
- Master of Philosophy (Society and Culture)
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Undergraduate Courses
- Calendars and Important Dates
- Important Information
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Subject Information
Course and Subject Handbook 2018 Courses Postgraduate Courses Graduate Diploma of Data Science
Graduate Diploma of Data Science
Information valid for students commencing in 2018.
Graduate Diploma of Data Science
Course code | 300106 |
Course type | GDN – Graduate Diploma (AQF Level 8) |
Division | Tropical Environments and Societies |
Award Requirements
Admission Requirements
Course pre-requisites | Completion of an AQF level 7 Bachelor degree; or Five (5) years or more relevant industry experience in IT or Data Science/Data Analytics; or Other qualifications or practical experience recognised by the Dean, College of Science and Engineering as equivalent to the above. |
Minimum English language proficiency requirements | Applicants of non-English speaking backgrounds must meet the English language proficiency requirements of Band 2 – Schedule II of the ·¬ÇÑÉçÇø Admissions Policy. |
Additional admission requirements | Mathematics B (or equivalent that includes algebra and elementary differential calculus) together with some background in computing, data analysis or programming is assumed. Admission based on relevant industry experience must be supported by a detailed CV and proof of work experience (e.g. a letter from the employer detailing your position and job description). |
Special admission requirements | Candidates will need to ensure that they have reliable access to internet services and computing resources. |
Academic Requirements for Course Completion
Credit points | 24 credit points as per course structure |
Post-admission requirements | Computer and internet access is required. |
Course learning outcomes | On successful completion of the Graduate Diploma of Data Science, graduates will be able to:
|
Course Structure
CORE SUBJECTS
CAROUSEL 1
CP5804:03 Database Systems
MA5800:03 Foundations for Data Science
MA5820:03 Statistical Methods for Data Science
MA5830:03 Data Visualisation
CAROUSEL 2
CP5805:03 Programming and Data Analytics Using Python
MA5801:03 Essential Mathematics for Data Scientists
MA5810:03 Introduction to Data Mining
MA5821:03 Advanced Statistical Methods for Data Scientists
Campus
COURSE AVAILABLE AT | NOTES |
·¬ÇÑÉçÇø Online | This course is 100% online through a carousel delivery model. |
Candidature
Expected time to complete | 1.5 years in continuous carousel model (24CP) or equivalent part time Explanation – Eight study periods yields 64 weeks, but spanning one mid-year recess and two end-of-year breaks will add 7 or 8 weeks for a total of 72 weeks, compared to 1.5 years at 78 weeks. |
Maximum time to complete | 3.5 years Explanation – "part-time" modality for carousel offerings is expected to be at 2/3 of the full-time rate rather than 1/2 (study 16 weeks, 8 weeks off) as this results in 6CP per Teaching Period. Because of the currency of knowledge in Data Science it is important to know if a candidate is going to complete their studies over a longer time frame, especially if they intend to continue into the Master's program. 72 weeks x 1.5 + 1 year LoA = 210 weeks, marginally over two years, without allowing for recesses. |
Maximum leave of absence | 1 year |
Progression
Course progression requisites | To ensure satisfactory progression a minimum of three subjects must be taken in any 12-month period. |
Course includes mandatory professional placement(s) | No |
Special assessment requirements | Nil |
Professional accreditation requirements | Nil |
Maximum allowed Pass Conceded (PC) grade | Nil |
Advanced Standing
Eligibility | Students may apply for advanced standing for previous tertiary study in accordance with the Advanced Standing and Articulation policy and associated procedures. Advanced standing may be granted for the following:
Note: Where relevant industry experience without qualifications in a quantitative discipline is used to meet entry requirements, that experience will not also be used to give advanced standing. * Cognate disciplines include data science, computer science, IT, mathematics, statistics, engineering, physics, economics or finance. |
Maximum allowed | 12 credit points except where a student transfers from one ·¬ÇÑÉçÇø award to another, then advanced standing may be granted for any subjects where there is subject equivalence between the awards. |
Currency | Advanced standing will be granted only for studies completed in the 10 years prior to the commencement of this course. |
Expiry | Advanced standing gained for any subject shall be cancelled 13.5 years after the date of the examination upon which the advanced standing is based if, by then, the student has not completed this course. |
Other restrictions | Advanced standing will not be granted for undergraduate studies or for work experience used to gain admission to the course when assessed separately for admission requirements. |
Award Details
Award title | GRADUATE DIPLOMA OF DATA SCIENCE |
Approved abbreviation | GDipDataSc |
Inclusion of majors on | Not applicable – this course does not have majors |
Exit with lesser award | Students who exit the course prior to completion, and have successfully completed 12 credit points of appropriate subjects, may be eligible for the award of Graduate Certificate of Data Science. |
Course articulation | Students who complete this course are eligible for entry to the Master of Data Science, and may be granted advanced standing for all subjects completed under this course |
Special Awards | Not applicable |