The course objective is to provide students with knowledge of two important concepts in datamining: rule induction (introduced through the industry standard method APRIORI), and classification learning (using two decision tree methods: C4.5 and CHAID). Some machine learning methods, such as PRISM and INDUCT will also be taught.