Statistical Computing for Machine Learning and Artificial Intelligence.

Catalog description

Semester course; 3 lecture hours. 3 credits. Prerequisite: STAT 321 . Introduction to object-oriented programming for use with statistical analyses, machine learning and artificial intelligence. Topics include basic algorithms in object-oriented programming languages (such as R / Python) and applications involving parametric and non-parametric data analysis and inference, statistical learning, simulation, deep learning and advanced data manipulation.