Graduate Certificate in Machine Learning (CRICOS course code 105594G) is a Graduate Certificate delivered by Western Sydney University over 26 weeks (~6 months). This AQF Level 8 qualification sits in the field of Information Technology, specifically Algorithms (020109). It is designed for professionals seeking to deepen their expertise in machine learning techniques and applications. Australia has over 1,500 CRICOS-registered providers offering more than 26,000 courses, and this course is delivered at one of Australia's leading public universities, Western Sydney University, a government-owned institution (CRICOS 00917K). The course is taught in English and is open to international students holding a Student visa (Subclass 500). All listed providers are CRICOS-registered, ensuring ESOS Act protections apply. HeadStart Academy is a free resource, and this data is sourced from the official CRICOS register (April 2026).
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Graduate Certificate in Machine Learning (CRICOS course code 105594G) is a Graduate Certificate delivered by Western Sydney University over 26 weeks (~6 months). This course is offered at AQF Level 8 and falls under the field of Education: 02 - Information Technology, 0201 - Computer Science, 020109 - Algorithms. It is a single qualification (not dual) and does not include a mandatory work component or foundation studies. The CRICOS register indicates this course has no VET national code as it is a higher education program. Western Sydney University is a government-owned provider with CRICOS code 00917K, ensuring all ESOS Act protections apply for international students. With over 45,000 students across multiple campuses, Western Sydney University is one of Australia's largest universities, located in the rapidly growing Parramatta region.
This Graduate Certificate focuses on algorithms within computer science, equipping students with advanced knowledge in machine learning concepts, including supervised and unsupervised learning, neural networks, and algorithm design. While specific syllabus details should be confirmed with the provider, graduates at this level typically develop skills in analysing complex data sets, implementing machine learning models, and understanding the ethical implications of AI. The course aims to prepare students for roles such as data scientist, machine learning engineer, or to progress to further study at master's level. Given its AQF Level 8 classification, students can expect a rigorous academic experience that blends theoretical foundations with practical application.
The Graduate Certificate in Machine Learning runs for 26 weeks (~6 months) as per the CRICOS register. Instruction is in English. This is a single qualification — not a dual or combined program. The course does not include a foundation studies component. International students must maintain full-time enrolment to comply with Student visa conditions. Details on study modes (e.g., on-campus, online) should be confirmed with Western Sydney University.
Indicative annual tuition for this course is A$20,608, with a non-tuition fee of A$150, bringing the estimated total to A$20,758. These fees are sourced from the CRICOS register as at April 2026 and are subject to change. Additional costs NOT included in this total are: Overseas Student Health Cover (OSHC), living expenses (see cost of living below), and the Student visa application charge. For current fees, always visit the Western Sydney University website: www.westernsydney.edu.au. As a guide, international students in Parramatta might budget approximately A$300–A$500 weekly for rent, groceries, and transport, though this varies. The course fee is indicative only and set by Western Sydney University.
Entry requirements vary by provider. For a Graduate Certificate, applicants typically need a bachelor's degree in a related field (e.g., computer science, mathematics, engineering). English language requirements are generally IELTS 5.5–7.0 overall (or equivalent) depending on the course level. Western Sydney University may also consider relevant work experience. Foundation or pathway options may be available for students who do not meet direct entry — refer to the provider's website for details. Always check individual entry requirements as they can change.
No work component. This course does not include a mandatory work component. However, international students on a Student visa (Subclass 500) may work up to 48 hours per fortnight during term and unlimited hours during scheduled breaks, subject to visa conditions.
This course is delivered at Western Sydney University — Parramatta campus, located in Parramatta, NSW. Parramatta is a major commercial and cultural hub west of Sydney's CBD, with a diverse student population and excellent public transport links, including trains, buses, and ferries. The campus is easily accessible from Parramatta station and nearby suburbs. Living in Parramatta typically offers lower rental costs compared to the Sydney CBD, with many student-friendly amenities. Over 1,500 CRICOS-registered providers operate across Australia, and Parramatta alone hosts several institutions.
International students enrolling in this course must apply for a Student visa (Subclass 500). Key requirements include: Genuine Temporary Entrant (GTE) criterion, Overseas Student Health Cover (OSHC), financial capacity to cover tuition, living costs, and travel. Student work rights allow up to 48 hours per fortnight during term and unlimited hours during scheduled breaks (conditions apply). The Department of Home Affairs assesses visa applications. HeadStart Academy does not provide immigration advice; consult a registered migration agent (MARA) or visit homeaffairs.gov.au.
To apply for Graduate Certificate in Machine Learning at Western Sydney University, follow these 3 steps: 1) Research CRICOS-registered providers — use HeadStart Academy to filter by course level, field, and city. Ensure the course and provider are CRICOS-registered (this one is: CRICOS 105594G, provider 00917K). 2) Apply directly to your chosen institution — check entry requirements, English test scores (IELTS/TOEFL/PTE), and application deadlines. You can apply online via Western Sydney University's website. 3) Receive your Confirmation of Enrolment (CoE) and apply for your Student visa (Subclass 500). Once you obtain a CoE, submit your visa application to the Department of Home Affairs. Remember: all listed providers are CRICOS-registered, and ESOS Act protections apply.
Parramatta is one of Sydney's fastest-growing regions, with a large international student community. It offers a blend of city convenience and suburban affordability. The Parramatta campus of Western Sydney University is well-served by public transport (train to Parramatta station, bus routes to the campus). Living costs in Parramatta are generally lower than in the Sydney CBD; typical weekly rent for a shared apartment can range from A$180–A$300. Groceries and transport add approximately A$100–A$200 weekly. The area has numerous cafes, restaurants, and shopping centres. However, consider the distance to Sydney's beaches and nightlife. If you prefer a quieter, more affordable study environment with good access to Sydney, Parramatta is an excellent choice.
Ready to take the next step? Compare more machine learning courses in New South Wales or explore Western Sydney University's full range of programs.
Graduate Certificate in Machine Learning is a CRICOS-registered programme at Western Sydney University. Use this register extract [CRICOS register, Apr 2026] to cross-check codes, duration and indicative fees before you apply.
This page is general information only and not migration advice. Confirm Student visa (Subclass 500) requirements with the Department of Home Affairs.