StandardScaler
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What is the role of StandardScaler in ML preprocessing?
Learn how this crucial preprocessing technique from scikit-learn standardizes your data by removing the mean and scaling to unit variance, preventing feature dominance and accelerating model convergence. Discover when and how to use StandardScaler for optimal ML performance, especially with algorithms like SVM, KNN, and Neural Networks.
