DATA 5400 - Algorithms for Data Science 3

DATA 5400 Algorithms for Data Science. (3) The course providing a survey of data structures and computer algorithms, examines fundamental techniques in algorithm design and analysis, and develops problem-solving skills required in all programs of study involving data science. The topics include data structures for data science, linear and logic regression, clustering, dimensionality reduction, artificial neural networks, market basket analysis, classification and network analysis, and recommendation systems. Prerequisite(s): DATA 5100