• Total units 48 Units
  • Areas of interest Intelligent Systems
  • Major code ADIS-MAJ
  • Academic career Undergraduate
  • Academic Contact Jochen Renz

The Advanced Intelligent Systems major offers courses on a wide range of relevant topics. Students will learn about Artificial Intelligence (AI) search, optimisation, reasoning, planning, diagnosis, machine learning, intelligent agents (reinforcement learning, information-theoretic foundations), and bio-inspired computing (neural networks, and evolutionary algorithms). This major provides a solid covering of the whole field of AI.

Learning Outcomes

  1. Demonstrate a solid understanding of a variety of Intelligent Systems approaches.
  2. Formalise real-world problems and select the most appropriate Intelligent Systems method to solve such a problem.
  3. Implement Intelligent Systems algorithms and design and carry out empirical evaluations.
  4. Compare and critique essential state-of-the-art Intelligent Systems approaches.

Other Information

This Major is incompatible with the Intelligent Systems major; Artificial Intelligence (UG) Specialization; and Machine Learning (UG) Specialization.

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This major requires the completion of 48 units from the following list:

COMP2620 - Logic

COMP3670 - Introduction to Machine Learning

COMP3620 - Artificial Intelligence

COMP4528 - Computer Vision

COMP4620 - Advanced Topics in Artificial Intelligence

COMP4650 - Document Analysis

COMP4660 - Neural Networks, Deep Learning and Bio-inspired Computing

COMP4670 - Statistical Machine Learning

COMP4680 - Advanced Topics in Machine Learning

COMP4691 - Optimisation

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