Scientists discuss many data mining, data science, or, more generally, AI ecosystems. This paper is a step in a direction that is important to enterprise environments where flexible management of asset exchanges is essential. In many cases, the scope, efficiency, and quality of a data science project are determined by organizational factors rather than the latest and most incredible algorithms. A solution presented here, Agora, is can be characterized by a set of essential features that support data science pipelines in various user and hardware configurations. The Agora architecture is a step towards increasing the sophistication and complexity of data analysis projects.
#datascience #datascienceecosystem #datamining #bigdata #ml #enterprisesystems #dataanalysis #systemmanagement #systemarchitecture
https://www.researchgate.net/publication/349973055_Agora_Bringing_Together_Datasets_Algorithms_Models_and_More_in_a_Unified_Ecosystem_Vision
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