Embedded AI: Intelligence at the Deep Edge
Language: English
Published by No Starch Press, 2026
- Softcover
- New
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, IrelandKennys Bookshop and Art Galleries Ltd.
AbeBooks seller since February 27, 2001
Condition: New
£ 95.44
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Add to basketItem description from seller
2026. paperback. . . . . .
Seller Inventory # V9781718504905
- Title
- Embedded AI: Intelligence at the Deep Edge
- Author
- Such, David
- Publisher
- No Starch Press
- Publication year
- 2026
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 171850490X
- ISBN 13
- 9781718504905
Embedded AI is a hands-on, hardware-first guide to building intelligent systems that run locally, in real time, on microcontrollers and single-board computers. Rather than focusing on theory or isolated case studies, the book emphasizes practical design decisions and the trade-offs engineers face when deploying AI on constrained devices.
Readers begin with the foundations of embedded systems and machine learning, then learn how to collect, explore, and preprocess sensor data. The book places particular emphasis on exploratory data analysis, feature engineering, and data quality—areas that are critical to embedded machine learning but often overlooked.
Using popular platforms such as Arduino, Raspberry Pi, STM32, and Seeed Studio boards, readers work through concrete projects including battery monitoring, hot-word detection, gesture recognition, noise classification, occupancy detection, and intelligent control systems. Industry-standard tools such as scikit-learn, TensorFlow Lite, and Edge Impulse are introduced only to the extent needed to support real projects.
Advanced chapters address sensor fusion, power management, model compression, security, and privacy, helping readers understand how to build systems that are not just intelligent, but robust and deployable. The book concludes with a biologically inspired approach to embedded intelligence using the open-source Primal Layers framework, culminating in an embedded AI robot project.
"Synopsis" may belong to another edition of this title.
About the Author
He mentors aspiring entrepreneurs at the University of Sydney through the Business Industry Mentoring Program and the Lean Startup course in the Faculty of Business. He also holds a Remote Pilot Licence (RePL) and an Aeronautical Radio Operator Certificate, reflecting his interest in autonomous systems and UAV technologies. Earlier in his career, he held senior leadership roles including Managing Director of Serco Australia, executive directorships across multiple Serco subsidiaries, and senior management positions at ADT and Honeywell. His qualifications include an MBA (Strategy), a B.E. in Electrical Engineering, a B.Sc. in Computer Science, and a B.App.Sc. in Wine Making.
"About the title" may belong to another edition of this title.
Kennys Bookshop and Art Galleries Ltd.
Galway, GY, Ireland
AbeBooks seller since February 27, 2001
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