Springe direkt zu Inhalt

Machine learning

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.

Machine learning
Mathematical preliminaries
Introduction Video Exercises
Optimization Video Exercises
Principal component analysis Video Exercises
Gaussian models Video Exercises
Linear discriminant analysis and logistic regression Video Exercises
Support vector machines Video Exercises
Neural networks Video Exercises
Numerical Python Programming Videos
Problems, algorithms, and programs
Python basics
Functions and Namespaces