ENCS 6620 - Data Mining (3)

This course will expose the students to the principles of data mining and data analytics. The fundamentals of data warehousing and architectures, multidimensional data model, statistical and machine learning techniques and implementations will be covered. Data mining and data analysis approaches such as classification, estimation, prediction, clustering, data visualization, statistical inference and learning, and database management will also be discussed. Students will learn the use of a statistical or mathematical programming language for the purpose of performing the tasks in data mining and data analysis. Prerequisite(s): ENCS 6010