IFN680 Advanced Machine Learning and Applications

[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":"Engineering","foe":20119},"code":"IFN680","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":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":{"assumed":"Knowledge of a programming language like Python, Java, C# or C is assumed plus Introductory level knowledge of artificial intelligence","pre":"IFN580 or \nIFN509 or \nIFQ509 or (192cps in IV04 or IV05 or admission to IV54 or IV59) or (192cps in EV08 or EV07 or admission to IV58 or IV60) or (192cps in MV05 or MV06 or admission to IV55 or IV52)"},"sams-version":4,"summer":[],"synopsis":"This is a specialisation unit in the area of computer science and data analytics. The aim of this unit is to provide you with the knowledge and skills required to design and implement artificial intelligence and machine learning solutions that can effectively and efficiently solve complex problems. The main advantage of intelligent systems is that they can combine the traditional computer's capacity to remember millions of facts with the human being's cognitive skills, including learning and refining the existing body of knowledge, solving problems with reasoning, helping businesses with strategic planning, diagnosing mechanical faults or human diseases, playing games, and so on. This unit will provide you with an understanding of the principles and basic techniques to develop artificial intelligence and machine learning, as well as an understanding of the strengths and limitations of these algorithms.","title-full":"IFN680 Advanced Machine Learning and Applications","title-short":"Advanced Machine Learning and Applications","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFN680&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFN680","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFN680"},"year":2025,"years":[2024,2025]}