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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define hierarchical clustering.
💡 Hint: Think about how data points can be grouped.
Question 2
Easy
What is the purpose of a dendrogram?
💡 Hint: Consider what type of diagram shows relationships.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does agglomerative clustering do?
- Starts with all points in one cluster
- Combines points into clusters iteratively
- Requires pre-defined clusters
💡 Hint: Think about the merging process.
Question 2
True or False: Dendrograms can indicate the point at which clusters are merged.
- True
- False
💡 Hint: Focus on what the height of the lines represents.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a hierarchical clustering plan for a retail dataset. What factors would you consider for linkage method and interpretation?
💡 Hint: Think about the business objectives and data characteristics.
Question 2
Explain how varying the distance threshold in fcluster might impact your results. What scenarios would require higher or lower thresholds?
💡 Hint: Consider what you might lose or gain with different thresholds.
Challenge and get performance evaluation