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Machine Learning Resources

‘standardization’ Interview Questions

What is Feature Scaling? Explain the different feature scaling techniques

What is Max Absolute Scaler? Compare it with MinMax Normalization? Why scaling to [-1, 1] might be better than [0, 1] scaling?

What is MinMax Normalization? Compare MinMax Normalization with Z-Score Standardization

What does Centering and Scaling mean? What is the individual effect of each of those?

What is Feature Scaling, and why and in what context is it useful?

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