CPSC 556 - Data Mining

3 Credit(s)

This course is dealing with basic concepts, tasks, methods, and techniques in data mining. The focus is on various data mining problems and their solutions, such as association rule, classification, and clustering analysis. Students will learn various techniques for data mining, and apply the techniques to solve data mining problems. The following topics will be discussed in this course Introduction of Data Mining, Mining Frequent Patterns, Associations, and Correlations, Classification and Prediction, Cluster Analysis, Mining Stream, Time-Series, and Sequence Data, Graph Mining, Mining Spatial, Multimedia, Text and Web Data and Applications and Trends in Data Mining.