Predicting Well Groundwater Quality Using Cloud-Based Machine Learning: DataKind San Francisco Partners with Aquaya and DataKind
A writeup of the partnership
New York City
Clean water and sanitation
https://ai.googleblog.com/2017/04/federated-learning-collaborative.html
Federated Learning Concept
An approach to machine learning where the data is not centralized
Active
Federated Learning enables mobile phones to collaboratively learn a shared prediction model while keeping all the training data on device, decoupling the ability to do machine learning from the need to store the data in the cloud. This goes beyond the use of local models that make predictions on mobile devices (like the Mobile Vision API and On-Device Smart Reply) by bringing model training to the device as well.
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- English
- Tech stack
- BuiltWith report →
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- Emerging tech, Emerging Tech Report Tools, The Tech
- Added
- 2021-06-22
- Last modified
- 2025-11-12T22:26:30.000Z
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