This course explains the fundamental principles of biological data analysis by focusing on neuroscience datasets. Students will learn methods for sampling data, testing hypotheses, multiple linear regression, PCA, clustering through both lectures and practical exercises. These methods will be discussed in the context of current research in understanding brain functions.