Clustering
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01. Video: Introduction
02. Text: Course Outline
03. Video: Two Types of Unsupervised Learning
04. Video: K-Means Use Cases
05. Video: K-Means
06. Quiz: Identifying Clusters
07. Video: Changing K
08. Video: Elbow Method
09. Screencast: K-Means in Scikit Learn
10. Notebook: Your Turn
11. Screencast: Solution
12. Video: How Does K-Means Work?
13. Screencast + Text: How Does K-Means Work?
14. How Does K-Means Work?
15. Video: Is that the Optimal Solution?
16. Video: Feature Scaling
17. Video: Feature Scaling Example
18. Notebook: Feature Scaling Example
19. Notebook: Feature Scaling
20. Screencast: Solution
21. Video: Outro
22. Text: Recap
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10. Notebook: Your Turn
Code
If you need a code on the
https://github.com/udacity
.
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