IFN647 Machine Learning for Natural Language Processing

[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 1","date-end":"2025-06-20T14:00Z","date-start":"2025-02-23T14:00Z","year":2025}],"broad-study-area":{"name":"Science","foe":20199},"code":"IFN647","credit-points":12,"fees":[{"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":{"assumed":"Programming languages experience.","equiv":"CAB431","pre":"(\nIFN580 or \nIFN509 or \nIFQ509 and admission to IN20, IN27 or IN31) or (\nIFN580 or \nIFN509 or \nIFQ509 and admission to IV53 or IV57 or IV54 or IV59 or IV55 or IV52 or IV56 or IV51 or IV58 or IV60)"},"sams-version":5,"summer":[],"synopsis":"This unit provides an understanding of the principles and techniques underlying the development of Text Analysis and Machine Learning solutions to some of the varied and complex problems that involve big data. It teaches you data preprocessing techniques to represent and analyse text, web and social media data. It also includes machine learning and its applications in Web Search, information filtering, text classification, clustering, sentiment analysis, topic modelling and generative AI techniques to understand the text data. It teaches you the methods of text analysis and machine learning algorithms for dealing with both the structured and un-structured information embedded within documents, web pages and social media platforms. This unit is motivated by the ubiquity of unstructured big data in our society and the need for future professionals and researchers to develop skills and knowledge in emerging data science approaches.","title-full":"IFN647 Machine Learning for Natural Language Processing","title-short":"Machine Learning for Natural Language Processing","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=IFN647&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=IFN647","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=IFN647"},"year":2025,"years":[2025]}