Applied Machine Learning | Federation University

AIWSU7019 Applied Machine Learning

This subject introduces the foundation and concepts underpinning Machine Learning (ML) at a more abstract level, and provides more focus on its practical applications in areas such as: the classification and extraction of text data from various documents and web pages, image processing, Google's PageRank algorithm and relational data mining (RDM). These learning objectives are achieved through various ML software and a series of practicals and projects. The subject covers the concepts and notions of supervised, unsupervised and reinforcement learning, perceptron, neural networks, support vector machines (SVM), knowledge representation (KR) based RDM, and a comprehensive introduction to the Scikit-learn ML Python libraries.

Commonwealth supported place (CSP)

A CSP is subsidised by the Australian Government and students pay a contribution amount. Each unit is classified into a band, depending on the study area of the unit (this discipline may be different from the study area of your course).

2026 contribution amount* $1,192
2026 grandfathered contribution amount^ $1,192

^ If you are a continuing student who commenced your course before 1 January 2021, you will continue paying the same amount as you would have, had legislative reforms not been implemented, for any units that would otherwise have an increased student contribution amount.

* For Psychology and Social Work bands the unit fee amount is determined by accredited courses. Students in Postgraduate Clinical Psychology, Professional Pathway Psychology or Professional Pathway Social Work accredited courses should refer to the information below.

Domestic full fee–paying places

A domestic full fee–paying place is one that isn’t subsidised by the Australian Government. These places are offered to postgraduate students or those who are ineligible for a CSP. Domestic postgraduate tuition fees are course-based annual fees, which means individual unit fees vary according to the degree. To find out more about domestic tuition fees and view the relevant fee schedule visit our fees website.

International full fee–paying places

International tuition fees are course-based annual fees and the unit fee you pay will vary according to the degree you are studying. To find out more about international tuition fees and view the relevant fee schedule visit our fees website.

Course or unit outline