Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 1st Edition by Chip Huyen | Paperback
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 1st Edition | Chip Huyen | 978-1098107963 | Paperback
Designing Machine Learning Systems by Chip Huyen is the go-to guide for building production-ready ML systems. Covering data pipelines, feature engineering, model deployment, monitoring, and MLOps, this practical book bridges the gap between ML research and real-world engineering — essential reading for ML engineers in 2024. Available now at bulkbookshop.com — your trusted international bookstore — in authentic Paperback format with fast US, shipping.
About This Book
Designing Machine Learning Systems Chip Huyen by Chip Huyen is published by O'Reilly Media. This 1st Edition Paperback edition (ISBN: 978-1098107963) contains 366 pages of comprehensive, authoritative content in the field of Computer Science & Programming. Whether you are a student, practitioner, researcher, or professional, this book is an indispensable addition to your library.
Product Details
- Title: Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 1st Edition
- Author(s): Chip Huyen
- Publisher: O'Reilly Media
- Edition: 1st Edition
- Format / Binding: Paperback
- ISBN-13: 978-1098107963
- Pages: 366
- Subject: Computer Science & Programming
- Language: English
- Sold by: bulkbookshop.com
What You Will Learn
- End-to-end ML system design from data ingestion to model serving
- Feature engineering, feature stores, and data pipeline architecture
- Model training, evaluation, and iterative improvement strategies
- Deployment patterns: batch prediction, online prediction, and edge deployment
- Model monitoring, data drift detection, and continual learning
About the Author
Chip Huyen is a computer scientist and writer who works on ML infrastructure and tooling. She teaches ML systems design at Stanford University and has worked at NVIDIA, Snorkel AI, and other leading AI companies.
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Who is the author of Designing Machine Learning Systems Chip Huyen?
Chip Huyen is a computer scientist and writer who works on ML infrastructure and tooling. She teaches ML systems design at Stanford University and has worked at NVIDIA, Snorkel AI, and other leading AI companies.
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This listing is for the 1st Edition in Paperback format (ISBN: 978-1098107963), comprising 366 pages. Please confirm this edition matches your course or professional requirement before ordering.
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