COMP 379: Machine Learning

Credit Hours

3

Description

Machine learning is the process of making predictions and decisions from data without being explicitly programmed. Topics include a variety of supervised learning methods. Ensemble approaches are used to combine independent models efficiently. Unsupervised and semi-supervised methods demonstrate the power of learning from data without an explicit training goal.

Outcome

Students in this course will learn how to apply sophisticated algorithms to large data sets to make inferences for prediction or decision making.

Syllabi

Topic Semester/Year Instructor URL
Machine Learning Fall 2015 Dr. Albert http://machinelearning.pacsites.org