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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the concepts and algorithms for association rules mining, focusing on the Apriori algorithm and the FP-growth algorithm. It explains the process of finding frequent itemsets, building FP-trees, and extracting association rules. The lecture also discusses alternative measures of interest and strategies to improve mining efficiency for large datasets.