Some common techniques in data mining include clustering, classification, association rule mining, and regression analysis. Data mining uncovers hidden patterns and valuable insights in large ...

The most popular types of data mining techniques include association rules, classification ... process starts by understanding what will define success at the end of the process.

Introduces basic data mining concepts and techniques for discovering interesting patterns hidden in large-scale data sets, focusing on issues relating to effectiveness and efficiency. Topics covered ...

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 ...