Applied TinyML : End-to-end machine learning for microcontrollers with examples
by
Ricardo Cid
Book Details
Format
Paperback / Softback
ISBN-10
9365890713
ISBN-13
9789365890716
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 3rd, 2025
Print length
272 Pages
Weight
470 grams
Dimensions
19.40 x 23.70 x 1.50 cms
Product Classification:
Digital and Information technology: general topicsInformation technology: general issues
Ksh 5,900.00
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Build smart gadgets that recognize sounds and movements. Learn skills beyond coding to create TinyML systems. Design, build, and deploy TinyML applications. Design smart systems that can learn on their own.
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.
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