Web Reference: 7.3. Preprocessing data # The sklearn.preprocessing package provides several common utility functions and transformer classes to change raw feature vectors into a representation that is more suitable for the downstream estimators. Learn how to preprocess data for machine learning using scikit-learn. This lab covers feature scaling with StandardScaler and categorical encoding with LabelEncoder. To illustrate these concepts, let us delve into some Python code examples that illuminate the various preprocessing techniques available through the scikit-learn library, a powerful tool for any data scientist.
YouTube Excerpt: The video discusses the intuition behind binning and KBinsDiscretizer in
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