This course surveys the theory of machine learning methods used in the analysis of functional neuroimaging data and provides an introduction to numerical programming with Python.
|Principal component analysis||Video||Exercises|
|Linear discriminant analysis and logistic regression||Video||Exercises|
|Support vector machines||Video||Exercises|
|Numerical Python Programming Videos|
|Problems, algorithms, and programs|
|Functions and Namespaces|