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Principal Component Analysis

bookChallenge

Task

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The task is to process the dataset and create a principal component analysis model with 3 components.

  1. Load the train.csv (from web) dataset.
  2. Drop the 'Id' column.
  3. Drop columns that contain NaN values.
  4. Standardize the dataset.
  5. Create a PCA model with 3 components for the dataset.

Solution

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SectionΒ 3. ChapterΒ 4
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bookChallenge

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Task

Swipe to start coding

The task is to process the dataset and create a principal component analysis model with 3 components.

  1. Load the train.csv (from web) dataset.
  2. Drop the 'Id' column.
  3. Drop columns that contain NaN values.
  4. Standardize the dataset.
  5. Create a PCA model with 3 components for the dataset.

Solution

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Everything was clear?

How can we improve it?

Thanks for your feedback!

close

Awesome!

Completion rate improved to 5.26
SectionΒ 3. ChapterΒ 4
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