Meet Feast (Feature Store): An Open-Source Feature Store for Machine Learning

Managing and serving features to real-time models in machine learning poses a significant challenge for ML platform teams. Consistent feature availability during both training and real-time prediction, along with the prevention of data leakage, requires a sophisticated solution. Existing options often involve intricate dataset joining logic and lack the necessary abstraction to decouple machine learning […]

The post Meet Feast (Feature Store): An Open-Source Feature Store for Machine Learning appeared first on MarkTechPost.

ai shorts applications artificial intelligence availability challenge consistent data data leakage dataset editors pick feature features logic machine machine learning platform prediction prevention real-time solution staff store teams tech news technology training