ML: Scikit Learn fit, transform and fit_transform Method

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Difference Between fit(), transform(), fit_transform() and predict() methods in Scikit-Learn Difference Between fit(), transform(), fit_transform() and predict() methods in Scikit-Learn
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What is the difference between "fit" and "transform"? What is the difference between "fit" and "transform"?
Use "fit_transform" on training data, but "transform" (only) on testing/new data Use "fit_transform" on training data, but "transform" (only) on testing/new data
Understanding fit, transform, and fit_transform in Scikit-Learn: A Guide Understanding fit, transform, and fit_transform in Scikit-Learn: A Guide
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Understanding the Difference Between fit, transform, and fit_transform in Scikit-Learn Understanding the Difference Between fit, transform, and fit_transform in Scikit-Learn
Understanding fit and transform in Scikit-Learn for Python Programmers Understanding fit and transform in Scikit-Learn for Python Programmers