Sequence of transformations from the raw dataset to a model. Every stage of a pipeline receives the previous stage’s output except the first stage, which receives the training dataset as its input.
scikit-learn
exposes thePipeline
class.
Use Pickle in Python for serialization (saving) and deserialization (restoring) of objects.