Machine Learning Engineering: From Prototype to Production - Tapa blanda

Rajam J., Francis Julee; Sofia S., Merlin; Cinthia, B. Geno

 
9786209527821: Machine Learning Engineering: From Prototype to Production
Tapa blanda
ISBN 10: 6209527825 ISBN 13: 9786209527821
Editorial: LAP LAMBERT Academic Publishing, 2026

Sinopsis

Machine Learning Engineering: From Prototype to Production is the definitive guide for transitioning ML models from research to reliable, scalable systems. This comprehensive book covers the entire lifecycle—data engineering, reproducible experimentation, model deployment, MLOps infrastructure, monitoring, scaling, security, and compliance—with practical patterns and real-world case studies. Designed for data scientists, software engineers, and technical leaders, it provides the engineering principles, infrastructure knowledge, and organizational practices needed to build ML systems that deliver sustained business value. The book balances theoretical foundations with actionable implementation details, making it an essential resource for anyone serious about production ML.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2026
Idioma
Inglés
ISBN 10 
6209527825
ISBN 13 
9786209527821
Encuadernación
Tapa blanda
Número de páginas
236
Contacto del fabricante
no disponible
Persona responsable
no disponible