Facilitating Model Training With Automated Techniques
Bogdan-Eduard-Mădălin Mursa,
Mátyás Kuti-Kreszács,
Cristiana Moroz-Dubenco
et al.
Abstract:Automating artificial intelligence (AI) model training has emerged as a significant challenge in the field of automation. The complete pipeline from raw data to model deployment poses the need to define robust processes that ensure the efficiency of the services that expose the models. This paper introduces a generic architecture for automating data preparation, training of models, selection of models, and deployment of models as web services for third-party consumption using Microsoft Azure Machine Learning’s… Show more
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