Developing and Deploying End‐to‐End Machine Learning Systems for Social Impact: A Rubric and Practical Artificial Intelligence Case Studies From African Contexts

Developing and Deploying End‐to‐End Machine Learning Systems for Social Impact: A Rubric and Practical Artificial Intelligence Case Studies From African Contexts

ABSTRACT Artificial intelligence (AI) and machine learning have demonstrated the potential to provide solutions to societal challenges, for example, automated crop diagnostics for smallholder farmers, environmental pollution modelling and prediction for cities and machine translation systems for lan...

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Bibliographic Details
Main Authors: Engineer Bainomugisha, Joyce Nakatumba‐Nabende
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Applied AI Letters
Subjects:
AI applications in African contexts
AI systems for social impact
end‐to‐end AI pipeline
guidelines and rubric
Online Access:https://doi.org/10.1002/ail2.100
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https://doi.org/10.1002/ail2.100

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