CMPE 442

Course Code & Number

CMPE 442

Course Title

Introduction to Machine Learning

Level

BS

Credit Hours/ ECTS Credits

(3+0+0) 3 TEDU Credits, 5 ECTS Credits

Pre-requisite / Co-requisite:

Catalog Description

Supervised learning; unsupervised learning; linear regression; logistic regression; learning theory; neural networks; support vector machines; nearest neighbors; K-means clustering; bias-variance tradeoff; validation; kernel methods; VC dimension