AzureML: Anatomy of a machine learning service

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AzureML Team ;
Proceedings of The 2nd International Conference on Predictive APIs and Apps, PMLR 50:1-13, 2016.

Abstract

In this paper, we describe AzureML: a web service enabling software developers and data scientists to build predictive applications. AzureML provides several unique features. These include (a) Collaboration (b) Versioning (c) Graphical authoring(d) Push button operationalization and (e) Monetization. We outline the design principles, system design and lessons learned in building such a system.

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