Practice - Implement Hierarchical Clustering with Dendrogram Interpretation
Practice Questions
Test your understanding with targeted questions
Define hierarchical clustering.
💡 Hint: Think about how data points can be grouped.
What is the purpose of a dendrogram?
💡 Hint: Consider what type of diagram shows relationships.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does agglomerative clustering do?
💡 Hint: Think about the merging process.
True or False: Dendrograms can indicate the point at which clusters are merged.
💡 Hint: Focus on what the height of the lines represents.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
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.
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.
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Reference links
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