Dimensionality Reduction and PCA

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01. Video: Introduction
02. Video: Lesson Topics
03. Text: Lesson Topics
04. Video: Latent Features
05. Latent Features
06. Video: How to Reduce Features?
07. Video: Dimensionality Reduction
08. Video: PCA Properties
09. Quiz: How Does PCA Work?
10. Screencast: PCA
11. Notebook: PCA - Your Turn
12. Screencast: PCA Solution
13. Screencast: Interpret PCA Results
14. Notebook: Interpretation
15. Screencast: Interpretation Solution
16. Text: What Are EigenValues & EigenVectors?
17. Video: When to Use PCA?
18. Video: Recap
19. Notebook: Mini-Project
20. Mini-Project Solution
21. Video: Outro
22. Text: Recap

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20. Mini-Project Solution

Code

If you need a code on the https://github.com/udacity.

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