Hardcover
Build real-world, reliable ML products, from design to safe operation.
Machine Learning in Production
From Models to Products
$170.92
- Hardcover
624 pages
- Release Date
6 May 2025
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Summary
A practical and innovative textbook detailing how to build real-world software products with machine learning components, not just models.
Traditional machine learning texts focus on how to train and evaluate the machine learning model, while MLOps books focus on how to streamline model development and deployment. But neither focus on how to build actual products that deliver value to users. This practical textbook, by contrast, details how to responsibly build products with machine l…
Book Details
| ISBN-13: | 9780262049726 |
|---|---|
| ISBN-10: | 0262049724 |
| Author: | Christian Kastner |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Hardcover |
| Number of Pages: | 624 |
| Release Date: | 6 May 2025 |
| Weight: | 567g |
| Dimensions: | 229mm x 178mm |
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About The Author
Christian Kastner
Christian Kästner is associate professor of computer science at Carnegie Mellon University.
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