SCS 235 - Machine Learning (Computer Science)

3 Credit(s)

A first course in machine learning and artificial learning for Data Analytics majors, but open to any student. Topics include: data preparation, information-based learning, the ID3 algorithm. nearest-neighbor algorithm, probability-based learning, Bayes’ theorem and prediction, multilinear regression-gradient descent method, and misclassification rate. Prerequisite: SCS 250. Fall Semester.