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Subjects
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General Information
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Courses
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Non Award Courses
- Certificate of Higher Education
- English Language Preparatory Program
- Extended Community Practice for Pharmacists - Training Component 1 and 2
- HQporner Exchange Program [1 Semester] – Undergraduate
- HQporner Exchange Program [1 Semester] – Postgraduate
- HQporner Exchange Program [Full Year] – Undergraduate
- HQporner Exchange Program [Full Year] - Postgraduate
- HQporner Exchange Program [1 Trimester] - Undergraduate
- HQporner Exchange Program [2 Trimesters] - Undergraduate
- HQporner Exchange Program [1 Trimester] - Postgraduate
- HQporner Exchange Program [2 Trimesters] - Postgraduate
- HQporner Singapore Study Abroad Program [1 Trimester] – Undergraduate
- HQporner Singapore Study Abroad Program [1 Trimester] – Postgraduate
- HQporner Singapore Study Abroad Program [2 Trimesters] – Undergraduate
- HQporner Study Abroad Program [Half Year] - Undergraduate
- HQporner Study Abroad Program [Full Year] - Undergraduate
- HQporner Study Abroad Program [Half Year] – Postgraduate
- HQporner Study Abroad Program [1 Trimester] - Undergraduate
- HQporner Study Abroad Program [2 Trimesters] - Undergraduate
- HQporner Study Abroad Program [1 Trimester] - Postgraduate
- HQporner Study Abroad Program [2 Trimesters] – Postgraduate
- HQporner Prep
- Pre-University Foundation Program
- Pre-University Foundation Program Extended
- Postgraduate Qualifying Program
- Postgraduate Qualifying Program [Social Sciences]
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Undergraduate Courses
- Diploma of Business [Pathway]
- Diploma of Engineering [Pathway]
- Diploma of Health (Nursing Pathway)
- Diploma of Higher Education
- Diploma of Information Technology [Pathway]
- Diploma of Tertiary Studies [Exit only]
- Diploma of Tourism, Hospitality and Events [Pathway]
- Advanced Diploma of Arts [Exit only]
- Associate Degree in Creative Arts and Media [Exit only]
- Associate Degree of Health Sciences [Exit only]
- 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 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 Psychological Science
- Bachelor of Commerce
- Bachelor of Commerce (Honours) [End-on]
- Bachelor of Cybersecurity
- Bachelor of Dental Surgery
- Bachelor of Dental Surgery [Indigenous Health Careers Program]
- Bachelor of Dental Surgery (Honours) [End-on]
- Bachelor of Early Childhood Education
- Bachelor of Economics
- Bachelor of Education (Early Childhood Education)
- Bachelor of Education (Primary)
- Bachelor of Education (Secondary)
- Bachelor of Educational Services [Exit only]
- Bachelor of Engineering (Honours)[Embedded]
- Bachelor of Engineering (Honours) [Embedded] – Bachelor of Information Technology
- Bachelor of Engineering (Honours) [Embedded] – Bachelor of Science
- Bachelor of Environmental Science and Management
- Bachelor of Geology
- Bachelor of Information Technology
- Bachelor of Information Technology (Honours) [End-on]
- Bachelor of Laws
- Bachelor of Laws (Honours) [End-on]
- Bachelor of Life Sciences [Exit only]
- Bachelor of Marine Science
- 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 [Pre-registration]
- Bachelor of Nursing Science [Indigenous Health Careers Program]
- Bachelor of Nursing Science – Bachelor of Midwifery
- Bachelor of Occupational Therapy (Honours) [Embedded]
- Bachelor of Occupational Therapy (Honours) - Indigenous Health Careers Access Program
- Bachelor of Pharmacy (Honours) [Embedded]
- Bachelor of Pharmacy (Honours) [Embedded] [Indigenous Health Careers Access Program]
- Bachelor of Pharmacy (Honours) [End-on]
- Bachelor of Physiotherapy
- Bachelor of Physiotherapy [Indigenous Health Careers Access Program]
- Bachelor of Physiotherapy (Honours) [Embedded]
- Bachelor of Physiotherapy (Honours) [End-on]
- 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) [Embedded]
- Bachelor of Science (Honours) [End-on]
- Bachelor of Science – Bachelor of Laws
- Bachelor of Social Work
- Bachelor of Social Work (Honours) [Embedded]
- Bachelor of Speech Pathology (Honours) [Embedded]
- Bachelor of Speech Pathology (Honours) [Embedded] [Indigenous Health Careers Access Program]
- Bachelor of Sport and Exercise Science
- Bachelor of Sport and Exercise Science [Indigenous Health Careers Access Program]
- Bachelor of Sport and Exercise Science (Honours) [End-on]
- Bachelor of Tourism, Hospitality and Events
- Bachelor of Veterinary Science [Indigenous Health Careers Access Program]
- Bachelor of Veterinary Science (Honours) [Embedded]
- Bachelor of Veterinary Science (Honours) [End-on]
- Bachelor of Veterinary Science (Honours) [IHCAP]
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Postgraduate Courses
- Graduate Certificate of Accounting [Exit only]
- Graduate Certificate of Aeromedical Retrieval
- Graduate Certificate of Biomedical Sciences [Exit only]
- Graduate Certificate of Business Administration
- Graduate Certificate of Business Administration Global
- Graduate Certificate of Career Development
- Graduate Certificate of Clinical Psychology [Exit only]
- Graduate Certificate of Communicable Disease Control
- Graduate Certificate of Conflict Management and Resolution
- Graduate Certificate of Data Science
- Graduate Certificate of Diabetes Education
- Graduate Certificate of Disaster Health and Humanitarian Assistance
- Graduate Certificate of Education
- Graduate Certificate of Engineering [Exit only]
- Graduate Certificate of Global Development
- Graduate Certificate of Health Professional Education
- Graduate Certificate of Human Services
- Graduate Certificate of Indigenous Studies
- Graduate Certificate of Infection Control
- Graduate Certificate of Information Technology
- Graduate Certificate of International Hospitality Management [Exit only]
- Graduate Certificate of Lifestyle Medicine
- Graduate Certificate of Nursing
- Graduate Certificate of Project Management
- Graduate Certificate of Psychological Science
- Graduate Certificate of Psychology
- Graduate Certificate of Public Health
- Graduate Certificate of Rehabilitation
- Graduate Certificate of Research Methods
- Graduate Certificate of Rural Generalist Practice [Exit only]
- Graduate Certificate of Science
- Graduate Certificate of Travel Medicine
- Graduate Diploma of Accounting [Exit only]
- Graduate Diploma of Business Administration [Exit only]
- Graduate Diploma of Business Administration Global
- Graduate Diploma of Clinical Psychology [Exit only]
- Graduate Diploma of Conflict Management and Resolution [Exit only]
- Graduate Diploma of Data Science
- Graduate Diploma of Engineering [Exit only]
- Graduate Diploma of Global Development
- Graduate Diploma of Health Professional Education
- Graduate Diploma of Information Technology [Exit only]
- Graduate Diploma of International Hospitality Management [Exit only]
- Graduate Diploma of Lifestyle Medicine
- Graduate Diploma of Medical Science
- Graduate Diploma of Midwifery
- Graduate Diploma of Nursing
- Graduate Diploma of Psychology
- Graduate Diploma of Psychology (Bridging)
- Graduate Diploma of Public Health and Tropical Medicine
- Graduate Diploma of Rehabilitation
- Graduate Diploma of Research Methods
- Graduate Diploma of Rural Generalist Practice
- Graduate Diploma of Science
- Graduate Diploma of Surgical Anatomy
- Graduate Diploma of Tropical Medicine and Hygiene
- Master of Business Administration
- Master of Business Administration [2-year]
- Master of Business Administration Global
- Master of Business Administration - Master of Conflict Management and Resolution
- Master of Clinical Exercise Physiology
- Master of Conflict Management and Resolution [36cp]
- Master of Data Science
- Master of Data Science (Professional)
- Master of Education
- Master of Education – Master of Business Administration
- Master of Engineering Management
- Master of Engineering (Professional)
- Master of Global Development
- Master of Governance and Leadership
- 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 Lifestyle Medicine
- Master of Marine Biology
- Master of Medical Science
- Master of Nursing
- Master of Nursing [Double Major Option]
- Master of Pharmaceutical Public Health
- Master of Professional Accounting
- Master of Professional Accounting – Master of Business Administration
- Master of Professional Psychology
- Master of Psychological Science
- Master of Psychology (Clinical)
- Master of Public Health
- Master of Public Health - Master of Business Administration
- Master of Public Health - Master of Global Development
- Master of Public Health and Tropical Medicine
- Master of Rehabilitation
- Master of Rural Generalist Practice
- Master of Science
- Master of Science (Professional)
- Master of Social Work (Professional Qualifying)
- Master of Teaching and Learning (Primary)
- Master of Teaching and Learning (Secondary)
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Research Courses
- Doctor of Education [Research]
- Doctor of Health Professional Education [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 (Indigenous)
- Doctor of Philosophy (Information Technology)
- Doctor of Philosophy (Management and Commerce)
- Doctor of Philosophy (Medical, Molecular and Veterinary Sciences)
- Doctor of Philosophy (Natural and Physical Sciences)
- Doctor of Philosophy (Society and Culture)
- Doctor of Tropical Environmental Management [Research]
- Master of Laws (Research)
- Doctor of Medical Education (Research)
- Doctor of Public Health (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 (Indigenous)
- Master of Philosophy (Information Technology)
- Master of Philosophy (Management and Commerce)
- Master of Philosophy (Medical, Molecular and Veterinary Sciences)
- Master of Philosophy (Natural and Physical Sciences)
- Master of Philosophy (Society and Culture)
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Non Award Courses
Course and Subject Handbook 2024 Courses Postgraduate Courses Master of Data Science (Professional)
Master of Data Science (Professional)
Handbook year | Information valid for students commencing in 2024. |
Course code | 300604 |
Course type | MCW – Masters by Coursework (AQF Level 9) |
Owner | Academy |
College | Science and Engineering |
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. Entry requirements for this course are consistent with the Pathways to Qualifications in the Australian Qualifications Framework (AQF level 9) Guidelines for Masters degrees. |
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 HQporner 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 an employer detailing the 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 | 48 credit points as per course structure |
Additional course rules | Not Applicable |
Post-admission requirements | Computer and internet access is required. |
Additional completion | Not Applicable |
Course learning outcomes | On successful completion of the Master of Data Science (Professional), graduates will be able to:
|
Inherent Requirements
Inherent Requirements | Inherent requirements are the identified abilities, attributes, skills, and behaviours that must be demonstrated, during the learning experience, to successfully complete a course. These abilities, attributes, skills, and behaviours preserve the academic integrity of the University's learning, assessment, and accreditation processes, and where applicable, meet the standards of a profession. For more information please visit: Master of Data Science (Professional). |
Reasonable adjustments | All HQporner students have the opportunity to demonstrate, with reasonable adjustments where applicable, the inherent requirements for their course. For more information please visit: Student Disability Policy and Procedure. |
Course Structure
CORE SUBJECTS
MA5800:03 Foundations for Data Science
MA5820:03 Statistical Methods for Data Scientists
MA5830:03 Data Visualisation
CP5804:03 Database Systems
CP5805:03 Programming and Data Analytics Using Python
MA5890:03 Career Planning
MA5810:03 Introduction to Data Mining
MA5821:03 Visual Analytics for Data Scientists using SAS
MA5851:03 Data Science Master Class 1
MA5831:03 Advanced Data Management and Analysis using SAS
MA5891:03 Professional Placement/Internship 1
MA5840:03 Data Science and Strategic Decision Making for Business
CP5806:03 Data and Information: Management, Security, Privacy and Ethics
MA5852:03 Data Science Master Class 2
MA5832:03 Data Mining and Machine Learning
MA5892:03 Professional Placement/Internship 2
Location
COURSE AVAILABLE AT | NOTES |
HQporner Cairns | A full-time student will study up to 25% of this course online |
HQporner Brisbane |
Candidature
Expected time to complete | 2 years full-time for on-campus students; or equivalent part-time |
Maximum time to complete | 4 years |
Maximum leave of absence | 2 years |
Progression
Course progression | To ensure satisfactory progression a minimum of three subjects must be taken in any 12 month period. |
Course includes mandatory professional placement(s) | This course includes prescribed professional placements for students admitted to the HQporner Cairns and HQporner Brisbane Campus only. Students may be required to undertake such placements away from the campus at which they are enrolled, at their own expense. |
Special assessment | Nil |
Professional accreditation | Nil |
Credit
Eligibility | Students may apply for a credit transfer for previous tertiary study or informal and non-formal learning in accordance with the Credit Transfer Procedure Credit may be granted for the following:
Note: If relevant industry experience without qualifications in a quantitative discipline is used to meet entry requirements, that experience will not also be used to give credit. * Cognate disciplines include data science, computer science, IT, mathematics, statistics, engineering, physics, economics or finance. |
Maximum allowed | 24 credit points, except where a student transfers from one HQporner award to another, then credit may be granted for any subjects where there is subject equivalence between the awards. |
Currency | Credit will be granted only for subjects completed in the 10 years prior to the commencement of this course. |
Expiry | Credit gained for any subject shall be cancelled 15.5 years after the date of the examination upon which the credit is based if, by then, the student has not completed this course. |
Other restrictions | Credit will not be granted for undergraduate studies or work experience used to gain admission to the course when assessed separately for admission requirements. |
Award Details
Award title | MASTER OF DATA SCIENCE (PROFESSIONAL) |
Approved abbreviation | MDataSc(Prof) |
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. Students who exit the course prior to completion, and have successfully completed 24 credit points of appropriate subjects, may be eligible for the award of Graduate Diploma of Data Science. Students who exit the course prior to completion, and have successfully completed 36 credit points of appropriate subjects, may be eligible for the award of Master of Data Science. |
Course articulation | Not applicable |
Special awards | Students may receive an Award of Recognition in accordance with the Recognition of Academic Excellence Procedure |