CAB420 Machine Learning

[object Object] {"attributes":{"DGCIF":"Available for cross institutional students - faculty approval required","ITBUNI":"Information Technology UG - Uni Wide Units","LEW3FAC":"Late Enrolment - Available for enrolment Week 3 - faculty approval required","DGSAF":"Study Abroad / Exchange (UG) - faculty approval required","DGNAF":"Available for Single Unit students (UG) - faculty approval required"},"study-types":["Cross-institutional study","Single-unit study"],"availabilities":[{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 1","date-end":"2022-07-01T14:00Z","date-start":"2022-03-06T14:00Z","year":2022}],"broad-study-area":{"name":"Engineering","foe":29999},"code":"CAB420","credit-points":12,"fees":[{"csp":"$1,002","dom":"$3,684","int":"$4,476","year":2022}],"faculty":{"code":470100,"title-short":"Faculty of Engineeri","title-full":"Faculty of Engineering"},"school-discipline":{"code":470500,"title-short":"Elec Eng & Robotics","title-full":"School of Electrical Engineering and Robotics"},"unit-requisites":{"pre":"CAB201 or \nITD121 or IFN501 or \nIFN556 or Admission to (EN50 or EN55)"},"sams-version":2,"summer":[],"synopsis":"Machine learning is the science of getting computers to act without being explicitly programmed. This unit provides you with a broad introduction to machine learning and its statistical foundations. Topics include: definition of machine learning tasks; classification principles and methods; dimensionality reduction/subspace methods; graphical models; and deep learning. Application examples are taken from areas such as computer vision, finance, market prediction and information retrieval.","title-full":"CAB420 Machine Learning","title-short":"Machine Learning","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=CAB420&year=2022","prospective":"https://www.qut.edu.au/study/unit?unitCode=CAB420","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=CAB420"},"year":2022,"years":[2022]}