Task: Demonstrate the Difference Between transform and fit transform in scikit-learn

Task: Demonstrate the Difference Between transform and fit transform in scikit-learn: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that clearly demonstrates the difference between transform() and fit transform() methods in scikit-learn, using PCA (Principal Component…

The task

Write a Python script that clearly demonstrates the difference between `transform()` and `fit_transform()` methods in scikit-learn, using PCA (Principal Component Analysis) as the example estimator.

Part of PrimeIntellect/Terminal-Lego-15k.