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Learning Bit by Bit Clustering. Supervised vs. Unsupervised Training vs. Exploring.

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Presentation on theme: "Learning Bit by Bit Clustering. Supervised vs. Unsupervised Training vs. Exploring."— Presentation transcript:

1 Learning Bit by Bit Clustering

2 Supervised vs. Unsupervised Training vs. Exploring

3 Supervised vs. Unsupervised Training vs. Exploring The “right answer”

4 Supervised vs. Unsupervised Training vs. Exploring The “right answer” Data

5 Supervised vs. Unsupervised Training vs. Exploring The “right answer” Data Error

6 Clustering Hierarchical or Agglomerative K-means

7 Clustering

8 Cat = – Fluffy – Whiskers – Triangular perky ears – Long tail

9 Clustering

10 cat

11 Hierarchical Clustering

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19 Dendrogram

20 Single Link

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24 Clustering Demos

25 Hierarchical Clustering Problem?

26 K-Means Clustering

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36 Demo

37 Homework

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