Feature Store for Machine Learning: Curate, discover, share and serve ML features at scale
English | 2022 | ISBN: 1803230061 | 280 Pages | PDF EPUB (True) | 21 MB
Feature store is one of the storage layers in machine learning (ML) operations, where data scientists and ML engineers can store transformed and curated features for ML models. This makes them available for model training, inference (batch and online), and reuse in other ML pipelines. Knowing how to utilize feature stores to their fullest potential can save you a lot of time and effort, and this book will teach you everything you need to know to get started.
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