| Unit of study | Credit points | A: Assumed knowledge P: Prerequisites C: Corequisites N: Prohibition |
|---|---|---|
| COMP5046 Natural Language Processing |
6 |
A Knowledge of an OO programming language N COMP4446 |
| COMP5318 Machine Learning and Data Mining |
6 |
A Experience with programming and data structures as covered in COMP2123 or COMP2823 or COMP9123 (or equivalent unit of study from different institutions). Discrete mathematics and probability (e.g. MATH1064 or equivalent); linear algebra and calculus (e.g. MATH1061 or equivalent) N COMP4318 or OCMP5318 |
| COMP5329 Deep Learning |
6 |
A COMP4318 or COMP5318 N COMP4329 or OCMP5329 |
| COMP5424 Information Technology in Biomedicine |
6 |
A Experience with software development as covered in SOFT2412 or COMP9103 or COMP9003 (or equivalent UoS from different institutions) N COMP4424 |
| DATA5207 Data Analysis in the Social Sciences |
6 |
N DATA4207 |
| ELEC5307 Advanced Signal Processing with Deep Learning |
6 |
A Mathematics (e.g., probability and linear algebra) and programming skills (e.g. Matlab/Java/Python/C++) |
| INFO5993 Computer Science Research Methods |
6 | N INFO4990 |
| MECH5311 Microscopy and Microanalysis of Materials |
6 | A AMME1362 or AMME2302 or AMME9302 or CIVL1110 or CIVL2110 or equivalent study at another institution P AMME1362 or AMME2302 or AMME9302 or CIVL1110 or CIVL2110 N MECH6311 |