Machine Learning in Production: From Models to Products
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Machine Learning in Production: From Models to Products

SKU: 9780262049726

Original price was: ₹7,565.00.Current price is: ₹6,808.50.

Elevate your machine learning projects from models to market-ready products with “Machine Learning in Production: From Models to Products” (ISBN 9780262049726). Unlike traditional texts focusing solely on model training or MLOps deployment, this innovative guide offers a comprehensive, engineering-driven approach to building real-world software products powered by ML. Discover how to navigate the entire product lifecycle, from initial design and development to robust quality assurance and seamless operations. This essential textbook integrates software engineering best practices with machine learning principles, equipping students and professionals to create usable, reliable, scalable, and safe ML systems, even under real-world constraints. Learn to deliver true user value by building production-ready systems, not just prototypes. Ideal for anyone aiming to master machine learning engineering.

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Description

  • ISBN-10: 0262049724
  • ISBN-13: 978-0262049726
  • Publisher: The MIT Press
  • Publication date: 8 April 2025
  • Language: English
  • Dimensions: 18.42 x 3.68 x 23.5 cm
  • Print length: 616 pages

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