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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: Product Development
Status: Machine Learning Software
IntermediateSpecialization

Top reviews across Edge AI for Microcontrollers

Reviewed Mar 31, 2024
Course: Introduction to Embedded Machine Learning

This course was very helpful and gave me motivation to learn more about ML and apply to the embedded devices.

Reviewed Apr 22, 2024
Course: Computer Vision with Embedded Machine Learning

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

Reviewed Apr 19, 2022
Course: Introduction to Embedded Machine Learning

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

Reviewed Aug 4, 2025
Course: Computer Vision with Embedded Machine Learning

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

Reviewed Jul 11, 2022
Course: Introduction to Embedded Machine Learning

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

Reviewed Sep 23, 2021
Course: Computer Vision with Embedded Machine Learning

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!

Reviewed Feb 27, 2021
Course: Introduction to Embedded Machine Learning

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

Reviewed Nov 2, 2022
Course: Computer Vision with Embedded Machine Learning

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

Reviewed Dec 25, 2021
Course: Introduction to Embedded Machine Learning

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

Reviewed Sep 23, 2021
Course: Introduction to Embedded Machine Learning

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.

Reviewed May 16, 2022
Course: Introduction to Embedded Machine Learning

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.

Reviewed Apr 14, 2021
Course: Introduction to Embedded Machine Learning

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

Learner reviews across Edge AI for Microcontrollers

Showing: 3 of 3

Alwin
Course: Edge AI FundamentalsReviewed Jun 18, 2026Course: Edge AI Fundamentals
santhos
Course: Edge AI FundamentalsReviewed Sep 14, 2026Course: Edge AI Fundamentals
Joel
Course: Edge AI FundamentalsReviewed May 8, 2026Course: Edge AI Fundamentals