cover of episode Aquarium: Dataset Quality Improvement with Peter Gao

Aquarium: Dataset Quality Improvement with Peter Gao

2020/10/2
logo of podcast Machine Learning Archives - Software Engineering Daily

Machine Learning Archives - Software Engineering Daily

Shownotes Transcript

Machine learning models are only as good as the datasets they’re trained on. Aquarium is a system that helps machine learning teams make better models by improving their dataset quality. Model improvement is often made by curating high quality datasets, and Aquarium helps make that a reality. Peter Gao works on Aquarium, and he joins the show to talk through modern machine learning and the role of Aquarium.

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