# Review: Building Machine Learning Systems with a Feature Store

> Source: <https://www.helpnetsecurity.com/2026/07/07/review-building-machine-learning-systems-with-a-feature-store/>
> Published: 2026-07-07 06:00:27+00:00

Many people come to machine learning by training a model on a tidy dataset, and then meet a harder problem: making that model work for real users, on fresh data, every day. Jim Dowling’s O’Reilly book, Building Machine Learning Systems with a Feature Store, is written for that moment. Dowling, CEO of Hopsworks, based the book on a course he taught at KTH in Stockholm, so it reads like a guided walk through building real … [More ](https://www.helpnetsecurity.com/2026/07/07/review-building-machine-learning-systems-with-a-feature-store/)

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