Course structure details
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)
CITS5011 Data Science Research Project Part 1 (6)
CITS5012 Data Science Research Project Part 2 (6)
CITS5014 Data Science Research Project Part 1 (6)
CITS5015 Data Science Research Project Part 2 (6)
CITS5503 Cloud Computing (6)
CITS5505 Agile Web Development (6)
CITS5506 The Internet of Things (6)
CITS5507 High Performance Computing (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)