SciPy - Clustering and Distance
What is the main purpose of clustering in data science?
What is the main purpose of clustering in data science?
easy📝 Conceptual Q11 of 15
Step-by-Step Solution
Solution:
Step 1: Understand clustering concept
Clustering is about finding groups where data points are similar to each other.Step 2: Compare options with clustering goal
Only grouping similar data points matches the purpose of clustering.Final Answer:
To group similar data points together -> Option DQuick Check:
Clustering = grouping similar data [OK]
Quick Trick: Clustering means grouping alike items together [OK]
Common Mistakes:
- Confusing clustering with sorting
- Thinking clustering removes duplicates
- Believing clustering changes data format
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