IFN645 Machine Learning at Scale

[object Object] {"attributes":{"DGCIF":"Available for cross institutional students - faculty approval required","DGNAC":"Available for Single Unit students (PG) - faculty approval required","DGSAC":"Study Abroad / Exchange (PG) - faculty approval required"},"study-types":["Cross-institutional study"],"availabilities":[{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 2","date-end":"2024-11-15T14:00Z","date-start":"2024-07-21T14:00Z","year":2024},{"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":"IFN645","credit-points":12,"fees":[{"csp":"$1,118","dom":"$3,528","int":"$4,824","year":2024},{"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":{"equiv":"INN312","pre":"(\nIFN509 or \nIFQ509 or \nIFN580 and Admission toIN20 or IN27 or IN31) or (\nIFN509 or \nIFQ509 or \nIFN580 and Admission to IV53 or IV57 or IV54 or IV59 or IV55 or IV52 or IV56 or IV51 or IV58 or IV60)"},"sams-version":4,"summer":[],"synopsis":"The data that modern data scientists have access to is larger and more complex than in previous generations. Dealing with these data requires specialised algorithms and the use of a higher performance or cloud computing environment. This unit outlines the challenges and opportunities associated with big data and introduces machine learning algorithms that scale to large datasets. This unit will expand on the material presented in earlier data science units and students will use their programming knowledge to implement machine learning algorithms to address real world problems.","title-full":"IFN645 Machine Learning at Scale","title-short":"Machine Learning at Scale","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFN645&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFN645","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFN645"},"year":2025,"years":[2024,2025]}