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Learner Reviews & Feedback for Introduction to Embedded Machine Learning by Edge Impulse

4.8
stars
606 ratings

About the Course

Machine learning (ML) allows us to teach computers to make predictions and decisions based on data and learn from experiences. In recent years, incredible optimizations have been made to machine learning algorithms, software frameworks, and embedded hardware. Thanks to this, running deep neural networks and other complex machine learning algorithms is possible on low-power devices like microcontrollers. This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers, which is known as embedded machine learning or TinyML. You do not need any prior machine learning knowledge to take this course. Familiarity with Arduino and microcontrollers is advised to understand some topics as well as to tackle the projects. Some math (reading plots, arithmetic, algebra) is also required for quizzes and projects. We will cover the concepts and vocabulary necessary to understand the fundamentals of machine learning as well as provide demonstrations and projects to give you hands-on experience....

Top reviews

SS

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.

EA

Aug 10, 2021

As everybody says they go at a really fast pace, I had to watch like three times each video, but the content is really good and concise. Thanks to the sponsors and to the teacher

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26 - 50 of 157 Reviews for Introduction to Embedded Machine Learning

By Ronald M

Mar 6, 2021

Shawn Hymal is an excellent instructor! This course was a great introduction to TinyML. I learned a lot about working with Edge Impulse. Building and deploying embedded machine learning applications is exciting. I am looking forward to courses using advanced microcontrollers and edge impulse.

By JRW

May 17, 2023

An outstanding introductory level course for machine learning. Excellent job balancing just the right level of detail for the presentation and exposition of a complicated topic! Kudos to Shawn Hymel, Edge Impulse, et. al. for a fantastic job organizing this course!!!

By Calla J

Mar 18, 2023

Embedded systems and TinyML projects are a lot of fun. Watch the videos at 75% with your finger on the pause because they are jam-packed with information! The projects are fun to do and the supplemental readings are chosen with an eye to different discipline streams.

By Abdullah A A

Jul 9, 2023

If I hadn't found this course, would I have ever known about embedded machine learning and the cool things that can be achieved with just a simple Arduino board or a smartphone? I'm so excited to explore this more! What a fun week of learning! Thanks, Coursera!

By Chatterjee S

Apr 8, 2021

If you want to do a machine learning project using embedded systems and you need to start from the basics, this is the place you are looking for! I 110% recommend this course to all the beginners who want to learn ML, speaking from my personal experience.

By Artur L

Feb 16, 2021

Great course for ML beginners, like me! Not covering all the complex math behind but giving you a high level introduction. Showing what is possible with ML (and what is not). I especially liked the "Hands-on" training part based on Edge Impulse.

By Victor

Sep 12, 2023

This was an excellent course. I have to admit I was surprised with how high the quality was. The downside is that this is now the high mark benchmark (along with CS50) so it makes me nervous about the next course I take.

By Anilloy A F

Oct 4, 2021

The course is well organised. however, it would be welcomed if the reading slides included all information stated in video, the project and review as pdf, and the links of reading list in pdf for offline reference.

By Alvaro M

Dec 21, 2021

It was an awesome course. I really appreciate that Shawn knows how to transfer its knowledge in a simple and direct way. The structure of the course is correct. This opens a door of many possibilities. Thanks!

By Eram J

Mar 19, 2021

This course was very useful for me as I'm just starting in the field and was having trouble with more practical concepts. It was great that you took the time to clarify the things most likely to go wrong

By Huỳnh T T

Mar 14, 2023

You should have a certain understanding of the basic definitions of ML and DL, this course will help you understand this course. Note that reading articles outside the rules will help you very much

By Manuel R

Aug 12, 2022

Great course for students interested in deploying machine learning models into embedded devices. Arduino module is not mandatory but will help alot fo doing more clomplex projects.

By Самойлов П А

Mar 3, 2023

A great course that allows you to try embedded machine learning with your hands and makes it very easy to explain some of the things that had previously caused me difficulty.

By andrea g

Feb 19, 2021

even though I was already an edge impulse user, I learned a lot of things I didn't know thanks to this course. Special mention for Shawn as an excellent professor

By Mahmoud C

Dec 19, 2022

This is a really great course ! I learned a lot, and without digging to much into what all those algorithms do we were able to do amazing things ! Great value !

By Antonio R

Jul 21, 2022

It is a very complete course, not only to master Edge Impulse for microcontrollers, many aspects are touched on to develop a Machine Learning application.

By Ted N

Mar 15, 2021

The videos and supplemental materials were well-presented and very useful. The hands-on projects were the best for learning practical use of the concepts.

By jared b

May 17, 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.

By Enderson N C

Mar 6, 2021

Thanks for the great course! The explanations are excellents, the examples and activities give me insights for use embedded ML in my projects.

By Eckart L

Feb 28, 2021

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

By Sheshank J

Aug 19, 2021

Awesome course for beginners. I don't know how much of my background helped make this awesome, but it is awesome.

By David R V C

Sep 28, 2023

Covers the basics on Embedded ML. The tool from Edge Impulse is a good layer of abstraction for fast development.

By Muneeb A

Dec 26, 2021

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

By jino p

Aug 17, 2021

wonderful course for those who wish to begin their machine learning / embedded device journey.

Highly recommended

By Mille J C

Dec 14, 2021

It was a good start for those who do not have prior knowledge on Machine Learning. It was a motivating course.