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Ask-A-Question: an FAQ-answering service for when there's little to no data

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Ask-A-Question: an FAQ-answering service for when there's little to no data
PyCon DE & PyData Berlin 2023

Doing data science in international development often means finding the right-sized solution in resource-constrained settings. This talk walks you through how my team helped answer thousands of questions from pregnant folks and new parents on a South African maternal and child health helpline, which model we ended up choosing and why (hint: resource-constraints!), and how we've packaged everything into a service that anyone can start for themselves, By the end of the talk, I hope you'll know how to start your own FAQ-answering service and learn about one example of doing data science in international development.

Doing data science in international development often means finding the right-sized solution in resource-constrained settings. This talk walks you through how my team helped answer thousands of questions from pregnant folks and new parents on a South African maternal and child health helpline, which model we ended up choosing and why (hint: resource-constraints!), and how we've packaged everything into a service that anyone can start for themselves, By the end of the talk, I hope you'll know how to start your own FAQ-answering service and learn about one example of doing data science in international development.

Speakers: Suzin You