PhD - Doctor of Philosophy (Ehs) (DPHEHS) in Data Science

STUDY ONLINE


Cricos

053290B


Courses Overview

What will I learn?
A candidate for the degree of Doctor of Philosophy shall undertake a program of study and research approved by the Deputy Vice-Chancellor. The program shall include the presentation of a thesis and/or other work approved by the Committee, embodying the results of the candidate's study and research, for examination.
A supervisor or supervisors shall be appointed with the approval of the University and subject to the general direction of the Pro Vice-Chancellor, Faculty of Engineering, Health, Science and the Environment, will provide direction and advice to the candidate.
Data Science
The data science research in CDU focuses on data mining, data management, machine learning, data analysis and information visualisation. The purpose of the research group is to create systems and algorithms to extract useful information, finding correlations and predict trends from large databases for various applications and visualisation. Research areas include:
Managing, sorting and extracting useful information from very large amount of data in the field of medical sciences, cyber security, bio-informatics and engineering
Managing and integrating different forms of data as they come in various forms such as text, audio, video or images
Finding ways to increase the processing speed through enhanced algorithms or integration of high performing computing platforms
Designing more useful friendly platforms to improve the communication systems and feedback between the machines, algorithms and people
Parameterized Complexity as a methodology is a specific focus of the research group. It is a recent branch of computational complexity theory that provides a framework for a refined analysis of hard algorithmic problems.
Potential areas of PhD by Research topics include:
Foundational multivariate algorithmics; including for example, research into interconnections with heuristics and approximations.
Applications in analysing massive data sets, bioinformatics and biomedicine, artificial intelligence, computational social choice, cognitive science, ecology, and other disciplines.


Department

Which department am I in? Faculty of Engineering, Health, Science and the Environment


Entry Requirement From Vietnam

The minimum academic requirements for admission to a postgraduate or graduate entry degree is the completion of a bachelor's degree which is deemed equivalent to an Australian bachelor's degree by the University's qualification assessment references. Applicants may also be required to satisfy specific course requirements such as a minimum overall grade score, prerequisite knowledge or work experience. Applicants must have successfully completed the equivalent of an Australian honours degree or master's degree. Other English language requirements accepted: Cambridge Advanced English (CAE) - A minimum overall score of 176 with no skill below 169 or Pearson Test of English (PTE) Academic module - A minimum overall score of 58 with no score lower than 50.


Entry Requirement For International Student

You must have completed the equivalent of an Australian Bachelor degree with second class Honours division A, or an Australian Masters degree (with a substantial research component). Alternatively, you may have other qualifications and/or experience equivalent to these degrees.
Other English Language Requirements:
Australian Technology and Management College (ATMC) - Successful completion of English for Academic Purposes (EAP). Students will be required to sit an exit test on completion and achieve a score equivalent to IELTS overall 6.5; Cambridge Advanced English (CAE) minimum overall score of 176 with no skill below 169; Common European Framework Certificate of English Proficiency minimum overall grade of C1 valid for three years from the date of the test to the date of commencement at CDU; Navitas Academic English - a minimum overall pass of 65% in Academic English 3 with a 65% pass in the research essay; Pearson Test of English (PTE) Academic module minimum overall score of 58 with no score lower than 50.


Path Way Options by Other Partners

Pathways options
Offered by other partners
This university accepts pathways courses from Canberra Institute of Technology (CIT)
TAFE Queensland


Full Time (4 years)

Non Lab-based fees: AUD $22,300/ year; Lab Based-Fee: AUD $25,000/ year

26 February 2018, 16 July 2018

Charles Darwin University Casuarina Campus, Ellengowan Drive, CASUARINA, Northern Territory, 0810, DARWIN, Australia


Online/Distance (320 credit points)

Non Lab-based fees: AUD $22,300/ year; Lab Based-Fee: AUD $25,000/ year

26 February 2018, 16 July 2018

Charles Darwin University Casuarina Campus, Ellengowan Drive, CASUARINA, Northern Territory, 0810, DARWIN, Australia