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Data Science and Digital Systems: The 3Ds of Machine Learning Systems Design

03/26/2019

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by Neil D. Lawrence, et al.

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Machine learning solutions, in particular those based on deep learning methods, form an underpinning of the current revolution in "artificial intelligence" that has dominated popular press headlines and is having a significant influence on the wider tech agenda. Here we give an overview of the 3Ds of ML systems design: Data, Design and Deployment. By considering the 3Ds we can move towards data first design.

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