Unit of Study COMP2009 Fundamentals of Artificial Intelligence and Machine Learning (2024)

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Unit Snapshot

Unit type

UG Coursework Unit
Credit points

12
Faculty & College

Faculty of Science and Engineering
Placement

No

Pre-requisites

- COMP1011 Foundations of Programming

Unit description

This unit focuses on essential AI principles and concepts, machine learning models, AI security and privacy. It covers text, image, vision, and generative AI.

Unit content

Module 1: Introduction to Artificial Intelligence Concepts

Module 2: Fundamentals of Computer Vision

Module 3: Fundamentals of Text Analysis with the Language Service

Module 4: Fundamentals of Document Intelligence and Knowledge Mining

Module 5: Fundamentals of Generative Artificial Intelligence

Module 6: Artificial Intelligence Trends and Future Perspectives

Availabilities

Not offered in 2024

Learning outcomes

Unit Learning Outcomes express learning achievement in terms of what a student should know, understand and be able to do on completion of a unit. These outcomes are aligned with the graduate attributes. The unit learning outcomes and graduate attributes are also the basis of evaluating prior learning.

On completion of this unit, students should be able to:

apply fundamental principles of machine learning including security and privacy

select machine learning solutions for real-world problems.

design and implement various machine learning based solutions

assess various machine learning based solutions.

Fee information

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