LA TROBE UNIVERSITY · AUSTRALIA
Machine Learning
Master's · Taught in en · UCAS CSE5ML
At a glance
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Duration
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IELTS
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Tuition / yr
en
Language
Master's
Level
- Level 8 - Graduate CertificateAQF Level
- 15 credit pointsSubject Size
- Year Level 5 - MastersAcademic Level
- Available to study abroad / exchange studentsStudy Abroad
This postgraduate subject introduces the fundamentals of machine learning in both theory and practice, focusing on its application in industrial data analytics and knowledge engineering. You will develop computing skills for data regression and classification, with an emphasis on solving industrial data modelling problems using neural networks. The course involves testing various learning algorithms, comparing their performance, and exploring advanced techniques for data classification. Practical labs and assignments provide hands-on experience with real-world machine learning applications.
Entry requirements
Introduction to Programming (CSE4IP)OR
Artificial Intelligence Fundamentals (CSE4002)OR
Students admitted to the following courses are not permitted to enrol: SBCS, SBIT, SBCSGT, SVCSE, SZCSC, SBITP, SBBIY.
Fees
Tuition (international)Tuition fees are listed on individual course pages and are in Australian Dollars (AUD). Fees are based on an annual load of 120 credit points unless otherwise stated. Fees may change annually, typically with an increase of no more than seven percent per year.
Tuition (home)—
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Fees are payable by the due date, which is typically 21 days before the Census date for coursework students. Failure to pay may affect enrolment. Refer to the university's 'Find a course' page for specific tuition fees.
How to apply
1. Find a CourseSearch for the 'Machine Learning' subject on the La Trobe University 'Find a course' page to view specific details and ensure you meet any listed prerequisites or admission requirements.
2. Check Entry RequirementsEnsure you meet the academic and any English language proficiency requirements. Prerequisites for this subject include Introduction to Programming (CSE4IP) or Artificial Intelligence Fundamentals (CSE4002).
3. Apply OnlineSubmit your application through the La Trobe University online application portal. You may need to create an account if you do not already have one.
4. Submit DocumentsUpload all required supporting documents, which typically include academic transcripts, previous degree certificates, proof of English proficiency, and a copy of your passport.
5. Receive OfferIf your application is successful, you will receive an offer letter outlining the course details, tuition fees, and any conditions you need to meet.
6. Accept Offer and Pay DepositAccept your offer by the specified deadline and pay the required tuition deposit as indicated in your offer letter.
7. Receive Confirmation of Enrolment (CoE)Once your deposit is received and conditions are met, you will be issued with a Confirmation of Enrolment (CoE), which is necessary for visa applications.
8. Apply for Student VisaUse your CoE to apply for your Australian student visa.
9. Enrol in SubjectsUpon arrival or prior to the commencement of the study period, enrol in your subjects via StudentOnLine.
10. Pay Remaining FeesPay your outstanding tuition fees by the due date to secure your enrolment.