IFQ509 Data Exploration and Mining

[object Object] {"attributes":{"OESUNT":"Available for Single Unit students - OES online unit"},"study-types":[],"availabilities":[{"study-mode":"All","attendance-mode":"Online","location":"Online","campus":"QUT Online","study-period":"Teaching Session 2","date-end":"2024-06-27T14:00Z","date-start":"2024-04-21T14:00Z","year":2024},{"study-mode":"All","attendance-mode":"Online","location":"Online","campus":"QUT Online","study-period":"Session 4","date-end":"2024-12-12T14:00Z","date-start":"2024-10-07T14:00Z","year":2024},{"study-mode":"All","attendance-mode":"Online","location":"Online","campus":"QUT Online","study-period":"Teaching Session 2","date-end":"2025-07-03T14:00Z","date-start":"2025-04-27T14:00Z","year":2025},{"study-mode":"All","attendance-mode":"Online","location":"Online","campus":"QUT Online","study-period":"Session 4","date-end":"2025-12-18T14:00Z","date-start":"2025-10-12T14:00Z","year":2025}],"broad-study-area":{"name":"Science","foe":20199},"code":"IFQ509","credit-points":12,"fees":[{"csp":"$1,118","dom":"$3,528","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":{"anti":"INN342, INN343","assumed":"Basis statistics functions","equiv":"IFN509","pre":"IFQ554 or \nIFN554 or IN15 or IQ15"},"sams-version":1,"summer":[],"synopsis":"This fundamental data science unit addresses the core concepts, techniques and practices of data exploration and mining. In the information age, with astronomical amounts of data produced and made available every minute, data exploration and mining becomes necessary for individuals and organisations who need to make decisions. With the advancements in data storage technology and the need for automation, data analytics skills are now essential. Data analytics methods enable users to manage, interpret, understand, process and analyse the data to find useful insight. This unit will introduce you to a wide range of data analytics methods and theories to manipulate, model and analyze data.  This is an introductory unit and the knowledge and skills developed in this unit are relevant to both computer science and non-computer science majors.","title-full":"IFQ509 Data Exploration and Mining","title-short":"Data Exploration and Mining","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFQ509&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFQ509","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFQ509"},"year":2025,"years":[2024,2025]}