{"slug": "review-building-machine-learning-systems-with-a-feature-store", "title": "Review: Building Machine Learning Systems with a Feature Store", "summary": "Jim Dowling's O'Reilly book 'Building Machine Learning Systems with a Feature Store' offers a practical guide for deploying machine learning models into production, based on a course he taught at KTH in Stockholm. The book addresses the challenge of moving from training models on tidy datasets to serving real users with fresh data daily.", "body_md": "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/)\n\nThe post [Review: Building Machine Learning Systems with a Feature Store](https://www.helpnetsecurity.com/2026/07/07/review-building-machine-learning-systems-with-a-feature-store/) appeared first on [Help Net Security](https://www.helpnetsecurity.com).", "url": "https://wpnews.pro/news/review-building-machine-learning-systems-with-a-feature-store", "canonical_source": "https://www.helpnetsecurity.com/2026/07/07/review-building-machine-learning-systems-with-a-feature-store/", "published_at": "2026-07-07 06:00:27+00:00", "updated_at": "2026-07-07 06:11:47.632812+00:00", "lang": "en", "topics": ["machine-learning", "mlops", "ai-infrastructure", "ai-tools", "developer-tools"], "entities": ["Jim Dowling", "O'Reilly", "Hopsworks", "KTH"], "alternates": {"html": "https://wpnews.pro/news/review-building-machine-learning-systems-with-a-feature-store", "markdown": "https://wpnews.pro/news/review-building-machine-learning-systems-with-a-feature-store.md", "text": "https://wpnews.pro/news/review-building-machine-learning-systems-with-a-feature-store.txt", "jsonld": "https://wpnews.pro/news/review-building-machine-learning-systems-with-a-feature-store.jsonld"}}