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Feature-Engineering

feature engineering is a prerocessing technique to used for extract useful features from raw data.

1.Feature Standardization:

Feature standardization is the method in which all values are centered around the mean with a standard deviation.

2.Feature Normalization :

feature normalization is data preprocessing technique used for normalize the scale of features in a dataset.

3.Feature Encoding :

  • OneHotEncoding: Feature encoding is data transforming process which is convert categorical data into numerical data.

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