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SKLearn fit() vs transform() vs fit_transform() - What's the Difference?

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fit vs transform vs fit_transform | fit vs fit_transform | fit and fit_transofrm in sklearn
Difference Between fit(), transform(), fit_transform() and predict() methods in Scikit-Learn
SKLearn fit() vs transform() vs fit_transform() - What's the Difference?
fit transform fit_transform | difference in fit and transform | sklearn | scikit learn
Use 'fit_transform' on training data, but 'transform' (only) on testing/new data
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