Machine Learning and Artificial Intelligence

3 credit hours · Graduate

Students are introduced to effective machine learning techniques and the fundamentals of artificial intelligence. Using tools in statistical learning, students focus on major supervised and unsupervised machine learning methods. Students study systems that require learning algorithms built in penalized linear and logistic regressions and non-parametric learning techniques.