Tiny Machine Learning Quickstart: Machine Learning for Arduino Microcontrollers

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2025

S. SalernoTiny Machine Learning QuickstartMaker Innovations Serieshttps://doi.org/10.1007/979-8-8688-1294-1_1

1. Tiny Machine Learning

Simone Salerno¹  

(1)

Trani, Italy

 

Your journey begins! This chapter explores the basics of machine learning and what tiny machine learning is all about. You’ll learn how it is changing many industries by allowing AI models to run on tiny devices like microcontrollers, sensors, and other Internet of Things (IoT) gadgets. We’ll dive into the challenges and opportunities that come with this new frontier technology and discuss how it impacts industries and individuals. The second part of this chapter breaks down the key concepts ...