Deep automation in machine learning
O'Reilly on Data
DECEMBER 19, 2018
Data provenance and lineage isn’t just about the quality of the results; it’s a security and compliance issue. These tools automate the process of building models: trying different algorithms and topologies, to minimize error when the model is used on test data. That's a good vision for where we need to go, but we're not there yet.
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