Description
This course will investigate data mining and machine learning algorithms in both supervised and unsupervised learning. Students will understand how to use the R programming language for performing clustering, classification, and regression analysis. Students will learn the capabilities and operation of many algorithms including decision trees, k-means, k-nearest neighbors, linear regression, ID3 for Decision Trees, and the Perceptron.
