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FIT5201Machine learning

UnitLevel 5|6 credit points|Information Technology

This unit introduces machine learning and the major kinds of statistical learning models and algorithms used in data analysis. Learning and the different kinds of learning will be covered and their usage will be discussed. The unit...

Semester 1Semester 2ClaytonMalaysiaSuzhou (SEU)

ITI5201Machine learning

UnitLevel 5|6 credit points|Information Technology

This unit introduces machine learning and the major kinds of statistical learning models and algorithms used in data analysis. Learning and the different kinds of learning will be covered and their usage will be discussed. The unit...

Indonesia

ITO5201Machine learning

UnitLevel 5|6 credit points|Information Technology

This unit introduces machine learning and the major kinds of statistical learning models and algorithms used in data analysis. Learning and the different kinds of learning will be covered and their usage will be discussed. The unit...

Monash Online

FIT3146Maker lab

UnitLevel 3|6 credit points|Information Technology

This unit will enable you to create new artefacts which utilise developments in information technology. The unit will combine the theoretical and technical skills gained in other units into a problem solving context and allow the you to...

Semester 1Clayton

FIT1056Making with artificial intelligence: Software in the AI era

UnitLevel 1|6 credit points|Information Technology

Software is increasingly built by people working in partnership with AI tools, but useful software still starts with understanding real needs and making good design decisions. This unit introduces you to AI-powered software development...

Semester 1Semester 2ClaytonMalaysia

FIT3183Malicious AI and dark side security

UnitLevel 3|6 credit points|Information Technology

In this unit you will learn first-hand some of the required skills of a Chief Security Officer. You will be exposed to the latest technologies deployed by attackers against AI and security, and mechanisms to counter these malicious...

FIT5128Masters thesis final

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Semester 1Semester 2ClaytonMalaysia

FIT5229Masters thesis final

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Semester 1Semester 2Clayton

ITI5128Masters thesis final

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Indonesia

FIT5126Masters thesis part 1

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Semester 1Semester 2ClaytonMalaysia

ITI5126Masters thesis part 1

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to students. Some project components are of a practical nature and may involve software development...

Indonesia

FIT5127Masters thesis part 2

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Semester 1Semester 2ClaytonMalaysia

ITI5127Masters thesis part 2

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Indonesia

FIT5228Masters thesis part 3

UnitLevel 5|6 credit points|Information Technology

This unit is a research unit common to FIT Masters degrees. Due to the nature of IT, a wide range of Masters project types can be offered to you. Some project components are of a practical nature and may involve software development and/or...

Semester 2Clayton

ITI9004Mathematical foundations for data science and AI

UnitLevel 9|6 credit points|Information Technology

Mathematical topics fundamental to computing and statistics including trees and other graphs, counting in combinatorics, principles of elementary probability theory, linear algebra, and fundamental concepts of calculus in one and several...

Indonesia

MAT9004Mathematical foundations for data science and AI

UnitLevel 9|6 credit points|Information Technology

Mathematical topics fundamental to computing and statistics including trees and other graphs, counting in combinatorics, principles of elementary probability theory, linear algebra, and fundamental concepts of calculus in one and several...

Semester 1Semester 2ClaytonMalaysia

MAT1003Mathematics for algorithms and models

UnitLevel 1|6 credit points|Information Technology

Mathematics gives computing its ability to model, optimise and reason about the world. This unit develops the calculus and linear algebra needed to understand how computational models work, how algorithms represent change, and how data,...

Semester 1Semester 2ClaytonMalaysia

ITO5009Measurement and evaluation in learning analytics

UnitLevel 5|6 credit points|Information Technology

This unit will focus on topics of measurement science and evaluation that are of relevance for learning analytics. Special attention will be paid to validity and reliability of measurement, choice of evidence used to support measurement,...

FIT5000Minor thesis extension

UnitLevel 5|6 credit points|Information Technology

FIT5000 is an extension unit for all FIT coursework masters minor thesis degrees, where appropriate. Entry only available on approval by the Associate Dean (Education) where exceptional circumstances have been determined.

Semester 2Clayton

FIT5046Mobile and distributed computing systems

UnitLevel 5|6 credit points|Information Technology

This unit provides a high level coverage of mobile and distributed computing. It will focus on the underlying concepts and standards of mobile computing. You will learn techniques to design and develop mobile applications. The unit will...

Semester 1Semester 2Clayton