Association Rules MiningCovers association rules mining, focusing on Apriori and FP-growth algorithms to find frequent itemsets and extract rules efficiently.
Data Mining: IntroductionCovers the challenges and opportunities of data mining, practical questions, algorithm components, and applications like shopping basket analysis.
Association RulesExplores Association Rule Mining, including support, confidence, single- and multi-dimensional rules, and the Apriori algorithm.
Association Rule MiningIntroduces association rule mining, covering support, confidence, Apriori algorithm, and FP-growth for frequent itemset discovery.
