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Why is Feature Scaling so important in Machine Learning? In this short, we explain: Unscaled vs Scaled data Why Gradient Descent zigzags How scaling fixes distorted loss surfaces Why optimization becomes dramatically faster When features have very different ranges, the loss surface becomes stretched and warped, making Gradient Descent ...
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