This assignment delves into data mining concepts, focusing on association rule mining and hierarchical clustering. Students analyze datasets to extract meaningful patterns using algorithms like Apriori and K-Means, interpreting results and comparing different clustering techniques. The assignment also includes a section on targeted offers based on customer segmentation.