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Data Transformation

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  • You may need to convert units or time periods.

  • Converting time periods is often tied to Scaling and Normalization.

    • (x - avgGrade)/stdGrade

  • Categorical Binning

    • pd.cut()

  • Lambda Functions

lost? ~ Index - Data Engineering

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