CIS 551 - Statistics for Data Science

Credit(s): 3
Provides statistical overview of supervised and unsupervised learning. Topics include the statistics behind decision theory, regression models, Bayesian and kernel methods, classification and clustering. Statistics in machine learning models like support vector machine, and neural networks will be investigated as well. FA.