CSC 6780 - Fundamentals of Data Science

4 Credit Hours
Prerequisites: CSC 2720.
Description
Introduction to the fundamental concepts of predictive data science for tabular data with qualitative and quantitative scales. Topics include: data exploration, pre-processing and visualization; analytics base table (ABT) generation; basic supervised learning algorithms (i.e. information-based learning, similarity-based learning, and error-based learning), and comparative evaluation of these algorithms.