# Mathematics A short refresher of the mathematics the other courses build on: linear algebra, expectation and covariance, the multivariate Gaussian, and the Bayesian quantities (likelihood, prior, posterior, evidence). ## Syllabus 1. [Mathematical refresher](/en/Mathematics/01%20Mathematical%20refresher) --- [Machine Learning](/en/Machine%20Learning) · [Home](/en)
