IFN509 Introduction to Data Science

[object Object] {"attributes":{"DGCIF":"Available for cross institutional students - faculty approval required","DGNAC":"Available for Single Unit students (PG) - faculty approval required","ITPUNI":"Information Technology PG - Uni Wide Units","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 1","date-end":"2024-06-21T14:00Z","date-start":"2024-02-25T14:00Z","year":2024},{"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 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":"IFN509","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":{"anti":"INN342, INN343","assumed":"Basic statistics functions","equiv":"IFQ509","pre":"(Students in IN17 to apply for requisite waiver) or (\nIFN554 or \nIFQ554 or \nIFN581 or admission to IN15 or IQ15 or IFN555 or \nIFQ555 or \nIFN582) or (192cps in EV08 or EV07 or Admission to IV58 or IV60). Note: \nIFN554, \nIFQ554, IFN555, \nIFQ555, \nIFN581, \nIFN582 can be enrolled in the same teaching period as \nIFN509."},"sams-version":4,"summer":[],"synopsis":"This fundamental data science unit addresses the core concepts, techniques and practices in data science. In the information age, with large amounts of data produced and made available every minute, data exploration and mining have become necessary for individuals and organisations to unlock the power of data. This unit will introduce you to various data exploration and mining methods to manipulate, model and analyse data. You will explore the complete data science lifecycle and also the importance of data ethics and privacy, and issues of fairness and diversity in data collection, analysis, and algorithmic decision-making.This is an introductory unit and the knowledge and skills developed in this unit are relevant to both data science and non-data science majors. This unit also allows you to review your personal values, attitudes, and goals set for data science learning including consideration of sustainability concerns.","title-full":"IFN509 Introduction to Data Science","title-short":"Introduction to Data Science","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFN509&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFN509","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFN509"},"year":2025,"years":[2024,2025]}