CS 513 Data Mining, Analysis and Visualization

This is a course in the theory and practice of data set mining, analysis, and visualization. It covers a wide variety of advanced algorithms in data mining and analysis. It is assumed that students enrolled in this course have already taken an undergraduate course in data analysis with additional study in database design. Topics include: Data understanding, Data preprocessing, Classification, Clustering, Outliner detection, Text mining, Data visualization, Big data mining, and Current research directions in data science.

Credits

3