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Amazon
amazon.com › Embedded-AI-Practical-Intelligence-Microcontrollers › dp › 171850490X
Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers: Such, David: 9781718504905: Amazon.com: Books
Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers [Such, David] on Amazon.com. *FREE* shipping on qualifying offers. Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers
Discussions

Any good books/course to learn embedded systems?
You can try the video course Modern Embedded Systems Programming on YouTube. The course starts from the basics, but progresses quickly to more advanced subjects. More on reddit.com
🌐 r/embedded
15
39
October 24, 2019
Books recommendations for learning embedded systems design and development

The basic concepts are timeless but the tools are going to be outdated (which is always fun when trying to learn something new, is having to translate it into a new tool... groan.) The RTL should still work though! It isn't hard to add it to your projects.

For some hands-on experience download Vivado Web Pack from Xilinx for free (Altera has QuartusII, but bench testing might require modelSim, its been a while Im really not sure.) Get familiar with the basics of the tools (Xilinx has some app notes on how to do this.) Try code a few simple hardware blocks in RTL and run through the simulations, see how timing constraints impacts the implementation, and so on. Once you feel comfortable with that you can take a look at opencores.org and look at some of the cores there to get an idea of more challenging things, or you can experiment with embedded processors (more learning tools here.) OpenCores also has a couple open source microprocessors.

As far as true world applications, I have seem some seriously complicated animals out there (PCIe, embedded USB Stacks, AXI Bus...) I doubt those were put together by a one man show.

Good luck.

More on reddit.com
🌐 r/ECE
5
9
September 29, 2014
Good books for learning embedded systems?
Here's a few books I highly recommend: Making Embedded Systems by Elecia White An Embedded Software Primer by David Simon Programming Embedded Systems in C and C++ by Michael Barr - out of print, but still a decent book. Also, embedded guru Jack Ganssle has a long list of embedded books he's reviewed here: http://www.ganssle.com/bkreviews.htm - lots of good stuff on there More on reddit.com
🌐 r/embedded
14
23
September 11, 2017
What book can help me learn about embedded systems?
I've never seen an embedded systems book that was actually informative. If I were you, I would grab the datasheet for the AVR in your Arduino. Give it a quick skim and just start trying stuff. Buy some DIP SPI and I2C components and interface with them (you can get SPI LCDs). Stick an RTOS on it. Write an RTOS! Most of these things will transfer to other microcontroller families. Sure, they'll have different registers but you'll quickly notice similarities between peripherals and architecture. More on reddit.com
🌐 r/ECE
4
7
October 30, 2013
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Google Play
play.google.com › store › books › details › David_Such_Embedded_AI
Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers by David Such - Books on Google Play
in 2 months - A project-driven guide to designing, training, and deploying artificial intelligence directly on embedded hardware, showing how to build intelligent, autonomous systems under real-world constraints.
Author   David Such
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PenguinRandomhouse.com
penguinrandomhouse.com › books › 827803 › embedded-ai-by-david-such
Embedded AI by David Such: 9781718504905 | PenguinRandomHouse.com: Books
A project-driven guide to designing, training, and deploying artificial intelligence directly on embedded hardware, showing how to build intelligent, autonomous systems under real-world constraints.
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Penguin Books
penguin.co.nz › books › embedded-ai-9781718504912
Embedded AI - Penguin Books New Zealand
in 2 months - David Such · Published: 6 October 2026 · ISBN: 9781718504912 · Imprint: RH US eBook Adult · Format: EBook · Pages: 600 · A Practical Guide to Building Intelligence on Microcontrollers · David Such · Pre-order from… · Amazon Apple Books Google Play Kobo Booktopia eBooks.com ·
Author  
Published   2026
Pages   600
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GitHub
github.com › Reefwing-Software › Embedded-AI
GitHub - Reefwing-Software/Embedded-AI: Book Contents and Source Code · GitHub
Publisher: No Starch Press Author: David Such Publication Date: 2026 ISBN: TBA · Embedded AI: Run at the Edge is written for engineers, makers, students, and technical enthusiasts who want to bring machine learning and artificial intelligence ...
Starred by 40 users
Forked by 3 users
Languages   C++ 67.8% | C 29.5% | Python 1.7% | CMake 1.0% | Shell 0.0% | Batchfile 0.0%
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No Starch Press
nostarch.com › embedded-ai
Embedded AI | No Starch Press
February 24, 2026 - A project-driven guide to designing, training, and deploying artificial intelligence directly on embedded hardware, showing how to build intelligent, autonomous systems under real-world constraints.
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Books-A-Million
booksamillion.com › p › Embedded-AI › David-Such › 9781718504905
Embedded AI by David Such
Embedded AI
A project-driven guide to designing, training, and deploying artificial intelligence directly on embedded hardware, showing how to build intelligent, autonomous systems under real-world constraints. If you already know your way around a microcontroller and want to add embedded AI to it--or you work in ML and you're ready to get your hands on real hardware--this book is for you. It covers the full embedded AI stack, from circuit design and custom PCB fabrication through sensor fusion and signal processing to on-device inference. You'll learn how to wire the sensor, condition the signal, fuse IM
Price   $79.99
Find elsewhere
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Reefwing
reefwing.com.au
Engineering “Instinct” in AI
David holds a BE in Electrical Engineering, a BSc in Computing Science and Physics, a BAppSc, and an MBA in Strategy. Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers is his first book with No Starch Press.
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Springer
link.springer.com › home › textbook
Embedded Machine Learning with Microcontrollers: Applications on STM32 Development Boards | Springer Nature Link
Embedded Machine Learning with Microcontrollers (eBook)
Students will be guided in implementing machine learning methods to be deployed and tested on microcontrollers throughout the book, with the theory behind the implemented methods also emphasized.
Price   $41.99
Pages   14
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DOKUMEN.PUB
dokumen.pub › deep-learning-on-microcontrollers-learn-how-to-develop-embedded-ai-applications-using-tinyml-english-edition-9355518056-9789355518057.html
Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML (English Edition) 9355518056, 9789355518057 - DOKUMEN.PUB
The information can be sent to the master control room via wireless protocol, such as 2  Deep Learning on Microcontrollers Wi-Fi, Bluetooth, Long Range Radio (LoRa) or even Narrow Band IOT (NB-IOT). Refer to Figure 1.1 for an illustration of the same: Figure 1.1: Transforming analog to digital with AI Structure In this chapter, the following topics will be covered: • Artificial Intelligence • Continuum of code writing and artificial intelligence • Changing the paradigm • Neural Network • Machine Learning • Intelligent IoT System vs.
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Wjarr
wjarr.com › sites › default › files › fulltext_pdf › WJARR-2020-0322.pdf pdf
AI-driven embedded systems for predictive maintenance in ...
handle complex data streams, identify patterns, and make intelligent predictions in real time. This paper explores the · multi-faceted aspects of AI-driven embedded systems for predictive maintenance in IIoT environments. First, it delves · into the architecture of these systems, highlighting ...
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DOKUMEN.PUB
dokumen.pub › ai-at-the-edge-solving-real-world-problems-with-embedded-machine-learning-9781098120207.html
AI at the Edge: Solving Real-World Problems with Embedded Machine Learning 9781098120207 - DOKUMEN.PUB
This could be on either resourceconstrained devices such as microcontrollers or digital signal processors (DSPs), or on generalpurpose devices such as embedded Linux computers. That said, if you’re just getting started with embedded software, you should have no trouble keeping up! We’ll keep things simple and introduce new topics as they come up. Beyond that, no particular knowledge is assumed. Since the goal of this book is to provide a practical road map for an entire field of engineering, we’ll cover a lot of topics at a high level.
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MDPI
mdpi.com › 2079-9292 › 14 › 17 › 3468
Embedded Artificial Intelligence: A Comprehensive Literature Review
August 29, 2025 - The remainder of this paper is organized as follows: Section 2 systematically introduces the formal definition of EAI from both theoretical and mathematical perspectives, clarifying its core optimization objectives. Section 3 provides an in-depth exploration of the diverse hardware platforms for EAI, ranging from microcontrollers to specialized AI chips, and presents a practical strategy for their selection.
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Unipi
arpi.unipi.it › retrieve › f882a162-c279-4004-a558-b21ed24eb528 › electronics-13-02322-v2 (1).pdf pdf
Overview of AI-Models and Tools in Embedded IIoT ...
AI-enabled IIoT systems and their practical implications in industrial settings. Keywords: artificial intelligence; machine learning; deep learning; computer vision; industrial · internet of things; embedded systems; embedded devices; SW/HW tools for AI; embedded ML; ... Figure 1. Schematic representation of IIoT systems architecture. The IoT Platform is the software component that manages the entire IIoT infrastruc- ture. It includes features such ...
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ResearchGate
researchgate.net › publication › 395051491_Embedded_Artificial_Intelligence_A_Comprehensive_Literature_Review
(PDF) Embedded Artificial Intelligence: A Comprehensive Literature Review
August 29, 2025 - PDF | Embedded Artificial Intelligence (EAI) integrates AI technologies with resource-constrained embedded systems, overcoming the limitations of cloud... | Find, read and cite all the research you need on ResearchGate