Machine Learning Engineering (Paperback) (ISBN-13: 9786209527821)

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.

Author: Francis Julee Rajam J.,Merlin Sofia S.,B. Geno Cinthia
ISBN-10: 6209527825
ISBN-13: 9786209527821
Publisher: LAP Lambert Academic Publishing
Language: English
Published: 01/26/2026
Pages: 236
Format: Paperback
Weight: 0.71lbs
Size: 9.00h x 6.00w x 0.54d