Machine Learning System Design: With End-to-end Examples
Machine Learning System Design: With End-to-end Examples
English | 2025 | ISBN: 1633438759 | 534 Pages | EPUB | 15 MB
English | 2025 | ISBN: 1633438759 | 534 Pages | EPUB | 15 MB
Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale. Authors Arseny Kravchenko and Valeri Babushkin have filled this unique handbook with campfire stories and personal tips from their own extensive careers. You'll learn directly from their experience as you consider every facet of a machine learning system, from requirements gathering and data sourcing to deployment and management of the finished system.