mlsanityData to 7 Oct 2026

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

arXiv 1903.11241 ↗First posted 26 Mar 2019cs.LG cs.AIcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 26 Mar 2019.

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  1. 2022The 6-Ds of Creating AI-Enabled Systemscited by 0