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IEEE TKDE 2024 AI in Data & Model Lakes

Amalur: The Convergence of Data Integration and Machine Learning

Ziyu LiWenbo SunDanning ZhanYujia KangAsterios KatsifodimosRihan Hai

A full design unifying data integration and machine learning over data lakes, automating the path from scattered sources to trained models.