SagarGaniga
Data-Preprocessing
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Data preprocessing is a data mining technique that involves transforming raw data into an understandable format.

Last updated Jan 10, 2026
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Data-Preprocessing

Data preprocessing is a data mining technique that involves transforming raw data into an understandable format.

Handling Missing Values

  • Delete Row
  • Fill with mean
  • Fill with median

Handling Noicy Data with Quantile functions

  • Deleting Row
  • Replace with min

Normalization and Reduction

Visualization

Histogram

Density Plot

Box Plot

Correlation Matrix

Scatter Plot

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