IFN580 Machine Learning

[object Object] {"attributes":{},"study-types":[],"availabilities":[{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 1","date-end":"2025-06-20T14:00Z","date-start":"2025-02-23T14:00Z","year":2025},{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 2","date-end":"2025-11-14T14:00Z","date-start":"2025-07-20T14:00Z","year":2025}],"broad-study-area":{"name":"Science","foe":20199},"code":"IFN580","credit-points":12,"fees":[{"csp":"$1,164","dom":"$3,816","int":"$5,352","year":2025}],"faculty":{"code":460100,"title-short":"Science","title-full":"Faculty of Science"},"school-discipline":{"code":460600,"title-short":"Computer Science","title-full":"School of Computer Science"},"unit-requisites":{"pre":"IFN509 or IFN555 or IFN556 or \nIFN581 or \nIFQ555 or \nIFQ556"},"sams-version":1,"summer":[],"synopsis":"Machine Learning, a core discipline in data science, powers everyday products such as movie selection, spam filters, and social media feeds. Machine learning involves automatically constructing models to explain and generalise datasets, integrating elements of statistics and algorithm development. Initially rooted in Artificial Intelligence, it encompasses various learning approaches. This unit provides students with the fundamental principles of machine learning, enabling them to apply supervised, unsupervised and semi-supervised learning methods, explore basic deep learning principles, and gain practical experience in solving industry-relevant data-driven problems. This introductory unit is suitable for students with diverse backgrounds in data science and other majors. It provides hands-on experience and empowers you with the essential skills and knowledge necessary to excel in an era driven by data and Artificial Intelligence.","title-full":"IFN580 Machine Learning","title-short":"Machine Learning","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFN580&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFN580","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFN580"},"year":2025,"years":[2025]}