Current course offerings

Please Note: Course profiles marked as not available may still be in development.

Course description

This course will provide students with the core ideas which are important for analysing and interpreting massive data sets. These include modelling techniques: Linear models, smoothing regularisation and LASSO methods for big datasets and logistic regression. Students will also be introduced to a range of data science specific tools such as time-series models, spatial models, graphical models, process simulation and image processing techniques. Data based decision making methods and algorithms.

Archived offerings