MXN500 Introduction to Statistics for Data Science

[object Object] {"attributes":{"DGSAP":"Study Abroad / Exchange (PG) - no approval required"},"study-types":[],"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":10103},"code":"MXN500","credit-points":12,"fees":[{"csp":"$578","dom":"$3,612","int":"$4,836","year":2025}],"faculty":{"code":460100,"title-short":"Science","title-full":"Faculty of Science"},"school-discipline":{"code":460900,"title-short":"Mathematical Sci","title-full":"School of Mathematical Sciences"},"unit-requisites":{"equiv":"MXQ500","pre":"(192 cps in SV03 or SV04 or IV04 or IV05 or MV05 or MV06 or BV06 or BV07 or EV08 or EV07) or (Admission to IV53 or IV57 or IV54 or IV59 or IV55 or IV52 or IV56 or IV51 or IV58 or IV60 or IN31 or IN30 or IN27 or IN26 or IN20 or IN21 or EN55)"},"sams-version":2,"summer":[],"synopsis":"Statistics forms the foundation of many tools and techniques used in data analytics. Therefore, appropriate application of statistical methods is essential in many quantitative roles and data science applications. The focus of this unit is on applying statistical methods in real-world contexts. You will look for meaningful patterns and model data to increasing levels of complexity. We will cover data and variables, visualisation, introductory probability, hypothesis testing, and linear regression. You will also learn how to select and apply appropriate quantitative methods using software such as R, an open-source statistical software. You will practice your quantitative skills using real data from scientists, business, and governments. This unit is appropriate for those requiring an introduction to, or a refresher in, statistics. The concepts in this unit are extended upon in MXN600.","title-full":"MXN500 Introduction to Statistics for Data Science","title-short":"Introduction to Statistics for Data Science","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=MXN500&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=MXN500","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=MXN500"},"year":2025,"years":[2025]}