Tiny Machine Learning Quickstart: Machine Learning for Arduino Microcontrollers
English | 2025 | ASIN : B0DR4PLWTW | 340 Pages | PDF | 11 MB
English | 2025 | ASIN : B0DR4PLWTW | 340 Pages | PDF | 11 MB
You’ll start by exploring Machine learning in the context of embedded, resource-constrained devices as opposed to your powerful, gigabyte-RAM computer. You’ll review the unique challenges it poses, but also the limitless possibilities it opens. Next, you’ll work through nine projects that encompass different data types (tabular, time series, audio and images) and tasks (classification and regression). Each project comes with tips and tricks to collect, load, plot and analyse each type of data.