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1. SIT720-Machine-Learning---Assignments SIT720-Machine-Learning---Assignments Public

   This unit involves students exploring machine-learning techniques such as data representation, unsupervised learning (clustering and factor analysis) methods, supervised learning (linear and non-li…

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2. SIT789-Apps-Computer-Vision-and-Speech-Processing---Assignments SIT789-Apps-Computer-Vision-and-Speech-Processing---Assignments Public

   In this unit you will explore the application of computer vision and speech processing algorithms to solve real world problems. You will draw upon current research and state of the art tools to pr…

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3. SIT788-Engineering-AI-Solutions---Assignments SIT788-Engineering-AI-Solutions---Assignments Public

   Throughout the course you will learn how to plan for and design the core elements of an AI Solution and guided through the development from concept all the way through to a deployable artefact.

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4. SIT796-Reinforcement-Learning---Assignments SIT796-Reinforcement-Learning---Assignments Public

   In this unit students will explore, research and implement solutions to a range of RL problems or Markov Decision Process (MDP), including variants such as: discrete-time MDP; Semi-MDPs (SMDP); con…

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5. SIT744-Deep-Learning---Assignments SIT744-Deep-Learning---Assignments Public

   This unit is for students to develop practical knowledge of deep learning and associated applications. Learning activities will focus on understanding deep learning theories, constructing deep lear…

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6. SIT799-Human-Aligned-Artificial-Intelligence---Assignments SIT799-Human-Aligned-Artificial-Intelligence---Assignments Public

   This unit will explore these topics from both a philosophical and implementation point of view. In this unit students will study, research, discuss, implement and analyse a range of topics and meth…

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