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Edge AI for Microcontrollers

This specialization is intended for engineers of any discipline who want to upskill into edge AI. Throughout the three courses learners will learn the fundamentals of edge AI and how to apply them to sensor-based problems using both time-series and vision data. This specialization also explores how to build and deploy edge AI models for microcontrollers and addresses how to approach designing models for the hardware constraints of tiny devices.

Status: Applied Machine Learning
Status: Convolutional Neural Networks
IntermediateSpecialization

Top reviews across Edge AI for Microcontrollers

AP

Reviewed Apr 19, 2022

i like the way course is designed.i tried all project explained in course without re-viewing cource material.

JH

Reviewed Apr 22, 2024

Thanks for helping me to upgrade my konwledge on computer vision and embedded machine learning

A

Reviewed Jul 11, 2022

Highly recommended for anyone looking for embedded AI. For any starter, intermediate or advanced guys!

PA

Reviewed Aug 4, 2025

The course breaks down complexities of computer vision into every easy to understand lessons

EL

Reviewed Feb 27, 2021

A great introduction to tinyML and embedded machine learning using Edge Impulse to get started working on projects immediately.

ML

Reviewed Sep 23, 2021

Great course, Shawn always explains things in a clear and engaging way, with a strong focus on the application of the concepts. I'm definitely looking forward to more courses on embedded ML!

MA

Reviewed Dec 25, 2021

It was a good course to start your machine learning journey, especially if you are an embedded systems engineer.

SG

Reviewed Nov 2, 2022

3rd week was pretty fast and a lot more information can be added in it, i think the course should be 4th week long.still one of the best course to done

SS

Reviewed Sep 23, 2021

Thanks for detailed and well introduced topics, I enjoyed this course. I had prior knowledge in neural networks but this course was awsome for introducting ML for microcontrollers.

JB

Reviewed May 16, 2022

This is an excellent course taught by the best Teachers on AI. I enjoyed the course and learnt from scratch about AI, ML, NN and deep learning.

AH

Reviewed Apr 14, 2021

Great Course to get into machine learning, Shawn is a great teacher and reading recommendations are great!

SA

Reviewed Feb 17, 2021

ML on embedded systems is an exciting and growing technology and business domain. This course is a great place to start learning about it.

Learner reviews across Edge AI for Microcontrollers

Showing: 2 of 2

Alwin
Course: Edge AI Fundamentals
5.0
Reviewed Jun 18, 2026Course: Edge AI Fundamentals
Joel
Course: Edge AI Fundamentals
1.0
Reviewed May 8, 2026Course: Edge AI Fundamentals