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NLP to help pregnant mothers in Kenya

Practical AI

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Enhancing Labeling Systems for Maternal Health

This chapter delves into the process of refining a labeling system for a machine learning model designed to support pregnant mothers in Kenya. It highlights the evolution of data collection, the collaboration with the help desk to accurately define intents, and the cultural shifts within the team as they integrate health expertise with technology. The discussion also covers the practical challenges faced during the integration of machine learning into existing workflows, illustrating the benefits of technology when embraced collaboratively.

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