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Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML by Atul Krishna Gupta & Dr. Siva Prasad Nandyala ISBN 9789355518002, 9355518005 instant download

  • SKU: EBN-234974728
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Instant download (eBook) Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML after payment.
Authors:Atul Krishna Gupta & Dr. Siva Prasad Nandyala
Pages:updating ...
Year:2023
Publisher:BPB Publications
Language:english
File Size:12.78 MB
Format:pdf
ISBNS:9789355518002, 9355518005
Categories: Ebooks

Product desciption

Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML by Atul Krishna Gupta & Dr. Siva Prasad Nandyala ISBN 9789355518002, 9355518005 instant download

Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.

This practical guide gives engineering professionals, including product managers and technology leaders, an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You'll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products. Edge AI is destined to become a standard tool for systems engineers. This high-level road map helps you get started.

  • Develop your expertise in AI and ML for edge...
  • *Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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