Evaluate data modeling techniques ... the Apriori algorithm and FP-growth algorithm for frequent itemset mining, as well as association rules and correlation analysis. This module introduces ...

MBR is an empirical classification method and operates by comparing new unclassified records with known examples and patterns. 8. Decision trees. Decision trees use real data-mining algorithms to help ...

the application of algorithms, and the interpretation of results. Some common techniques in data mining include clustering, classification, association rule mining, and regression analysis.