Ans: Use supervised learning when:

• You have an explicit target variable or outcome to predict
• Labeled training data is available
• The goal is to make specific predictions or classifications

Use unsupervised learning when:

• You want to explore data structure without predefined labels
• The goal is to discover patterns, groups, or relationships
• Labeled data is unavailable or expensive to obtain