Demystifying fit_transform and transform in Scikit-learn: Which Method to Use for Data Preprocessing and When?

Machine learning models often require data preprocessing before being trained. Preprocessing involves transforming the raw data into a format that is more suitable for machine learning algorithms. In scikit-learn, there are two methods used for data ...