Designing Machine Learning Systems
an iterative process for production-ready applications
$123.12
- Release Date
7 July 2025
Summary
Designing Machine Learning Systems: A Holistic Approach
Machine learning systems present unique challenges due to their complexity and data dependency. This book provides a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptable to evolving environments and business needs.
Author Chip Huyen, cofounder of Claypot AI, guides you through critical design decisions, such as data processing, feature selection, model retraining frequency, …
Book Details
| ISBN-13: | 9798228511903 |
|---|---|
| Author: | Chip Huyen, Kathleen Li |
| Publisher: | Ascent Audio |
| Imprint: | Ascent Audio |
| Release Date: | 7 July 2025 |
| Weight: | 0g |
About The Author
Chip Huyen
Chip Huyen works in the intersection of AI, data, and storytelling. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup (acquired), worked on GPU optimization for data processing, and taught machine learning systems design at Stanford. Her last book, Designing Machine Learning Systems, is an Amazon bestseller in AI and has been translated into over ten languages.
Kathleen Li is an Asian American narrator whose parents are from Taiwan. She has a warm, engaging, and empathetic voice that lends itself equally to YA, fantasy, historical fiction, and self-help audiobooks, as well as to other genres. She has also voiced characters in several audio dramas, including Doctor Who: The Voice of Reason, Seminar, and Pod to Pluto. Kathleen lives in Austin, Texas, where she sometimes slips into a Texas twang. When she’s not in her booth narrating, you can find her learning to play violin, doing water aerobics, or cheering on her son’s high school marching band.
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