Master of Data Science
- 2 years
- Duration
- 49,200 AUD/year
- Price
- Rolling admission
- Start
- Rolling admission
- Deadline
- Master
- Degree
- Campus
- Format
- Perth / Australia
- Location
Program description
The Master of Data Science program teaches you how to manage big data sets, comprehend and apply proper analytical approaches to change an organization's objectives, grasp the statistical and machine-learning underpinnings of data analytics, and assess and convey the efficacy of new technologies.
The course prepares you for a global career because data science is a global phenomenon. You will gain knowledge of contemporary data management and analysis technologies for software project management, internet-based applications, visualization, and data gathering and storage.
Additionally, high-performance computer skills will be taught.
To learn how to use data science skills across interdisciplinary sectors, you can study advanced computer and statistics units and select from a range of subjects.
Graduates in engineering and information technology, as well as students from other disciplines who wish to pursue careers in this fascinating industry, should take the course. It is made to satisfy the demands of the industry.
Program structure
Conversion
Students who have completed degree studies in a non-cognate area, or equivalent as recognised by the School, must complete relevant conversion units up to the value of 24 points from this group, as advised by the School.
- CITS1401 Computational Thinking with Python (6)
- CITS1402 Relational Database Management Systems (6)
- STAT2401 Analysis of Experiments (6)
- STAT2402 Analysis of Observations (6)
Core (take all units (48 points):
- CITS4009 Computational Data Analysis (6)
- CITS4012 Natural Language Processing (6)
- CITS4407 Open Source Tools and Scripting (6)
- CITS5504 Data Warehousing (6)
- CITS5508 Machine Learning (6)
- CITS5553 Data Science Capstone Project (6)
- STAT4064 Applied Predictive Modelling (6)
- STAT4066 Bayesian Computing and Statistics (6)
Option - Group A
Take unit(s) to the value of 24 points, including a minimum of 12 points at Level 5.
- BUSN5003 Data Storytelling (6)
- CITS4402 Computer Vision (6)
- CITS4403 Computational Modelling (6)
- CITS4404 Artificial Intelligence and Adaptive Systems (6)
- CITS4419 Mobile and Wireless Computing (6)
- CITS5014 Data and Information Technologies Research Project Part 1 (6)
- CITS5015 Data and Information Technologies Research Project Part 2 (6)
- CITS5017 Deep Learning (6)
- CITS5503 Cloud Computing (6)
- CITS5505 Agile Web Development (6)
- CITS5506 The Internet of Things (6)
- CITS5507 High Performance Computing (6)
- ECON5570 Health Analytics (6)
- GENG5505 Project Management and Engineering Practice (6)
- INMT5526 Business Intelligence (6)
- MGMT5504 Data Analysis and Decision Making (6)
- PHYS4021 Quantum Information and Computing (6)
- PUBH4401 Biostatistics I (6)
- PUBH5769 Biostatistics II (6)
- PUBH5785 Analysis of Linked Health Data (6)
- PUBH5802 Advanced Analysis of Linked Health Data (6)
- STAT4063 Computationally Intensive Methods in Statistics (6)
- STAT4065 Multilevel and Mixed-Effects Modelling (6)
- STAT5061 Statistical Data Science (6)
- SVLG5001 McCusker Centre for Citizenship Internship (6)
Price
- Tuition fee — 49,200 AUD per year.
Requirements for applicants
To be considered for admission to this course an applicant must have
- a bachelor's degree, or an equivalent qualification, as recognised by UWA;
- the equivalent of a UWA weighted average mark of at least 65 per cent;
- completed ATAR Mathematics Methods, or equivalent, as recognised by UWA.
English competency
- Minimum overall IELTS score of 6.5, with no band less than 6.0.
For more information on requirements, please contact your Edumapple manager.
About the university
With a founding purpose to "advance the prosperity and welfare of communities," the University of the State was established in 1911 and opened its doors in 1913 to a small student body of 184. More than 28,000 students hailing from 115 different countries are now enrolled.
In the realms of education, research, and student success, UWA has been at the forefront of groundbreaking innovations since its inception. However, a university is more than just a place to get a degree and do research.
Throughout Western Australia, the country, and the globe, UWA has played an important role in advancing knowledge, culture, and the economy for over a century.
As the sole institution in Western Australia to be ranked in the top 100 globally, UWA has earned praise for its creative curricula, strong ties to local businesses, dedication to the student experience, and groundbreaking research.
Choosing to study at UWA means becoming a member of a community that has a reputation for leading good change, both locally and globally. You will also become part of a network of dedicated and innovative leaders who are determined to make a difference.
