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MajorUndergraduate

AIAM-MAJ Artificial intelligence algorithms and models

Faculty of Information Technology

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Artificial intelligence algorithms and models (AIAM-MAJ) is a major worth 48 credit points, listing 9 units, taught at Clayton and Malaysia. It is offered in 1 course: Bachelor of Information Technology.

Credit points
48
Units
9
Campus
Clayton, Malaysia
Offered in
1 course

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Requisite map

Overview

Artificial intelligence algorithms and models develops the mathematical, computational and technical foundations needed to understand, design and evaluate artificial intelligence algorithms and model-based systems. You will build capability in calculus, linear algebra, responsible data use, artificial intelligence foundations, reasoning with data and deep learning, before extending into advanced artificial intelligence topics.

The major is designed for students who want deeper technical engagement with how artificial intelligence works. You will study the algorithms, models and mathematical ideas that underpin contemporary artificial intelligence, with options to explore embodied artificial intelligence, generative artificial intelligence, symbolic artificial intelligence and machine learning, optimisation and reinforcement learning, and advanced topics in artificial intelligence.

This major prepares you for roles and further study involving machine learning, artificial intelligence engineering, model development, intelligent systems, optimisation, robotics, generative artificial intelligence, research-informed technical practice and advanced computational problem solving.

Availability
Artificial intelligence algorithms and models is listed in C2000 Bachelor of Information Technology at Clayton as a major.

Note: This major is also offered at Malaysia campus to provide students with the opportunity to pursue studies in this area.

Structure

Rules
No more than 12 credit points at Level 1 may be credited to the major and at least 18 credit points must be at Level 3.
Core units30 credit points
If you are undertaking this major you need to have a mathematics background equivalent to VCE Mathematics Methods or have completed MTH1010.You also need to complete FIT1045 to satisfy the prerequisites of some of the units in the major.

You must complete the following units.
Additional units18 credit points
You must complete 18 credit points from the following units

Courses that offer it

Notes

If you are undertaking this major you need to have a mathematics background equivalent to VCE Mathematics Methods or have completed MTH1010.You also need to complete FIT1045 to satisfy the prerequisites of some of the units in the major.

The Artificial intelligence algorithms and models major is prohibited with the following:

  • C2001 Bachelor of Computer Science - Artificial intelligence specialisation

  • C2005 Bachelor of Artificial Intelligence - Artificial intelligence algorithms and models specialisation

  • C3002 Bachelor of Artificial Intelligence Advanced (Honours)

Learning outcomes

In addition to achieving the broad outcomes of your course, and successfully completing this area of study, you will be able to:
  1. 1

    Design, implement and evaluate artificial intelligence algorithms and models using mathematical, computational, data and machine learning foundations.

  2. 2

    Select, apply and critically evaluate algorithmic and model-based artificial intelligence methods, including deep learning, symbolic reasoning, generative models, embodied intelligence, optimisation and reinforcement learning.

Common questions

Which courses offer Artificial intelligence algorithms and models?

1 course in 2027: Bachelor of Information Technology.

What units are in Artificial intelligence algorithms and models?

It lists 9 units, including FIT1061, FIT2111, FIT2112, FIT2132, FIT3191, FIT3192, FIT3203 and FIT3233. The structure above shows which are required and which you choose.

Major details

Type
Major
Study level
Undergraduate
Credit points
48
Faculty
Faculty of Information Technology
Handbook years
2027