Theory of Computing at The University of Queensland
Core concepts of the Theory of Computation, including automata, formal languages, Turing machines, computational complexity, and Quantum Computing
Feb 28, 2026
Machine Learning at The University of Queensland
Classification, regression, optimisation, neural networks, deep learning, unsupervised learning, semi-supervised learning, clustering, dimensionality reduction and generative models. The implementation of machine learning techniques, experimentation and practical application are a central theme of the course.
Feb 28, 2026
Functional and Logic Programming at The University of Queensland
An introduction to functional and logic programming languages. Relative merits such as extensibility vs. verifiability vs. efficiency. Computational models and semantics.
Feb 28, 2026
Sofware Engineering at The University of Queensland
Introduction to Software Engineering through programming with particular focus on the fundamentals of computing and programming, using Python
Jul 28, 2025