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TinyML Cookbook
book

TinyML Cookbook

by Gian Marco Iodice
April 2022
Intermediate to advanced content levelIntermediate to advanced
344 pages
7h 18m
English
Packt Publishing
Content preview from TinyML Cookbook

Chapter 1: Getting Started with TinyML

Here we are, with our first step into the world of TinyML.

This chapter starts with an overview of this emerging field, presenting the opportunities and challenges to bring machine learning (ML) to extremely low-power microcontrollers.

The body of this chapter focuses on the fundamental elements behind ML, power consumption, and microcontrollers that make TinyML unique and different from conventional ML in the cloud, desktops, or even smartphones. In particular, the Programming microcontrollers section will be crucial for those with little experience in embedded programming.

After introducing the TinyML building blocks, we shall set up the development environment for a simple LED application, which will ...

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Publisher Resources

ISBN: 9781801814973Supplemental Content