Modulekode | STK 310 |
Kwalifikasie | Undergraduate |
Fakulteit | Faculty of Economic and Management Sciences |
Module-inhoud | Supervised learning. Linear and non-linear regression. Ordinary least squares and maximum likelihood estimation. Violations of the assumptions, residual analysis. Cross validation. Statistical inference. Bootstrap inference. Supporting mathematical concepts. Statistical concepts are demonstrated and interpreted through practical coding and simulation within a data science framework. |
Modulekrediete | 25.00 |
NQF Level | 07 |
Programme |
BCom 3-year programme
BCom specialising in Economics BCom specialising in Information Systems BCom specialising in Investment Management BCom specialising in Law BCom specialising in Statistics and Data Science Bachelor of Information Technology in Information Systems [BIT] BSc in Meteorology BSc in Meteorology 4-year programme |
Service modules | Faculty of Engineering, Built Environment and Information Technology Faculty of Humanities Faculty of Natural and Agricultural Sciences |
Prerequisites | STK 210, STK 220 |
Contact time | 3 lectures per week, 1 practical per week |
Language of tuition | Module is presented in English |
Department | Statistics |
Period of presentation | Semester 1 |
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