This week starts with an overview of this course, Data Mining Methods, then focuses on frequent pattern analysis, including the Apriori algorithm and FP-growth algorithm for frequent itemset mining, ...

This module starts with an overview of data mining methods, then focuses on frequent pattern analysis, including the Apriori algorithm and FP-growth algorithm for frequent itemset mining, as well as ...

Predictive analytics, pattern recognition, and classification ... and the ability to mine data to look for patterns or to create classifications. It is important to understand the various approaches ...

Data mining techniques include classification, clustering, regression, and association rule learning. Results validation, the final step in data-based knowledge discovery, tests the patterns produced ...