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K-means Clustering Algorithm

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What is K-Mean Clustering Algorithm? Learn by a simple toy dataset. How to set K? What are the strength and weaknesses of K-Means?
Chapters
0:00 Itro, outline, recap
2:17 K-Means
5:50 Learn using the toy dataset
14:08 K-Means randomness and computational complexity
17:49 How to set K?
25:37 Strength and weakness
27:01 Summary
Chapters
0:00 Itro, outline, recap
2:17 K-Means
5:50 Learn using the toy dataset
14:08 K-Means randomness and computational complexity
17:49 How to set K?
25:37 Strength and weakness
27:01 Summary