Over the past few years an alternative form of model creation has arisen, called federated learning. Federated learning brings machine learning models to the data source, rather than bringing the data to the model.
For further reading
- @AI News: Jeff Erickson: Algorithms textbook – Machine Learning along with other lecture notes.
- @AI News: Neurips – Hidden technical debt in Machine Learning