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. Explore the essential preprocessing techniques in machine learning, including standardization, scaling, normalization, and more, using the powerful scikit-learn library. Feb 7, 2026 ยท Scikit-learn (sklearn), the most popular ML library in Python, offers two primary tools for standardization (scaling to mean=0 and standard deviation=1): preprocessing.scale() and StandardScaler().
YouTube Excerpt: We go over some common
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