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Applied TinyML
Paperback
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- Book Synopsis
- This book will guide you through building these smart devices. It establishes TinyML's core foundations and a methodology for application development, from problem definition to power management and cost analysis. You will explore practical skills applications, learning sound, movement, and image classification, followed by advanced techniques like object tracking and sensor fusion, using methods such as Kalman filters. You will explore deep learning regression for predictive tasks and essential anomaly detection for identifying unusual patterns, all demonstrated through real-world use cases.
- About The Author
- Ricardo Cid is a mechanical engineer specialized in mechatronics who has been working with embedded systems for more than 20 years. At school, he was already helping a team at the engineering institute (UNAM) connect a washing machine to the internet even before the term IoT was coined (to this day, he has not figured out why connecting a washing machine to the internet is necessary).
- Product Details
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- ISBN
- 9789365890716
- Format
- Paperback
- Publisher
- BPB Publications, (25 August 2025)
- Number of Pages
- 272
- Language
- English
- Dimensions
- 235 x 191 mm
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