Machine learning lives on a scale from bare-bones to holistic. Think of bare-bones machine learning as a casting mold to produce puzzle pieces: This casting mold represents all the choices that have been made for the modeling process: which features to use, what the target is, what type of task, how the model will be used, how it will be evaluated, and so on.
From bare-bones to holistic machine learning
From bare-bones to holistic machine learning
From bare-bones to holistic machine learning
Machine learning lives on a scale from bare-bones to holistic. Think of bare-bones machine learning as a casting mold to produce puzzle pieces: This casting mold represents all the choices that have been made for the modeling process: which features to use, what the target is, what type of task, how the model will be used, how it will be evaluated, and so on.