Characterizing machine learning process: A maturity framework

arXiv: Learning, Volume abs/1811.04871, 2018.

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Abstract:

Academic literature on machine learning modeling fails to address how to make machine learning models work for enterprises. For example, existing machine learning processes cannot address how to define business use cases for an AI application, how to convert business requirements from offering managers into data requirements for data scie...More

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