Data Pre-processing in Python using Scikit-learn

Dataset Used: Heart Disease Prediction

Heart Disease Prediction Dataset

Standardizing Data

StandardScaler
MinMaxScaler

Imputation of missing values

Simple Imputer

Normalizing Data

Normalize

Discretization

KBinsDiscretizer

Encoding

One Hot Encoder
Ordinal Encoder

Variance Thresholds

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