This course will introduce students to the statistical methods suitable for analysing large observational data, data constructed from multiple institutional databases, web­based data, and any data that may benefit from non­classical approaches. The theory will be presented as an extension of classical tools such as linear and logistic regression, parametric hypothesis testing, multivariate Gaussian theory, to make it more intuitive and accessible.