Describe the standard Scikit-learn workflow for training a machine learning model. What are the key methods that all estimators share?

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Scikit-learn follows a consistent API design that makes it easy to switch between different algorithms. Understanding this workflow and the common methods is essential for effective ML development. The standard workflow consists of several steps executed in sequence.