Article

Introduction to TinyML

Big Is Not Always Better

One of the fastest growing areas of deep learning is tiny machine learning (TinyML). TinyML is a cutting-edge field that brings machine learning models into low-power and low-cost computing devices, such as microcontrollers. This article will describe why TinyML shows us that big is not always better.

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Materials

M. Zennaro, “TinyML: Applied AI for Development Challenges with Machine Learning in Developing Countries.”

Nano 33 BLE Sense

Portenta H7

P. Warden & D. Situnayake, TinyML (O'Reilly Media, 2019)

Tiny Machine Learning Open Education Initiative (TinyMLedu)

TinyML4D: TinyML for Developing Countries

Tiny Machine Learning (TinyML) Professional Certificate

Introduction to Embedded Machine Learning

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