This task is designed to assess your ability to solve a real$-$world problem using both classification and clustering techniques within a specific domain. You will need to demonstrate your understanding of these machine learning methods, along with critical thinking and problem$-$solving skills in applying them to relevant data. Scenario: You are required to develop an intelligent system that applies both classification and clustering techniques to solve a problem in a particular domain. The domain could be anything from healthcare, finance, education, or e$-$commerce. Your challenge is to identify a problem where classification can be used to predict outcomes or categorize data, and where clustering can help discover hidden patterns or segment data into meaningful groups