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MIT Press Machine Learning in Production Textbook

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Description

Machine Learning in Production: From Models to Products by MIT Press offers a practical approach to building real-world software. While traditional texts focus on training models and MLOps books focus on deployment, this textbook bridges the gap by teaching you how to build actual products that deliver value to users. It covers the entire development lifecycle, providing guidance on how to responsibly build software with machine learning components. From initial requirements and design to quality assurance, this book provides a comprehensive framework for turning models into functional, user-centric products.

Key Features

This MIT Press textbook focuses on building real-world software products with machine learning components.

Learn to go beyond simple model training to create products that deliver actual value to end users.

The content covers the entire development lifecycle including requirements, design, and quality assurance.

Gain practical knowledge on how to responsibly build and manage machine learning software products.

This book provides a unique perspective distinct from standard machine learning or MLOps texts.

Product Specifications

Colour
Navy
Format
hardcover
Domain
Amazon UK
Release Date
08 April 2025
Listed Since
18 July 2024

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