Biology has become a data-driven science with the arrival of complex datasets. Extracting information from these large-scale experiments requires approaches that unify statistics and computer science. The course will focus on strengthening mathematical intuition on core topics such as hypothesis testing and statistical models while connecting these to machine learning.