Introduction to neural networks and other basic machine learning methods including radial basis functions, kernel methods, support vector machines. The course introduces regularization theory and principle component analysis. The relationships to filtering, pattern recognition and estimation theory are emphasized.
Engineering Online GRAD
- Classes Start:January 7, 2019
- Classes End:April 26, 2019
- Distance Education: Yes
- Class Type: Lecture
- Credits: 3.00
- Delivery Method: Internet
- Restrictions: ONLY distance-track students with grad standing in CN, CE, EE, or EPSE may register. All other students must request enrollment through the EOL Registration System (http://go.ncsu.edu/eol_registration).