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學生對 Edge Impulse 提供的 Introduction to Embedded Machine Learning 的評價和反饋

324 個評分
82 條評論


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....




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.



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


76 - Introduction to Embedded Machine Learning 的 89 個評論(共 89 個)

創建者 Jackline T


loved it

創建者 Efraín A S



創建者 Vital P R



創建者 Rafael R P


Rating: 3.5/5.0 Comments: It's a great course for a beginner in machine learning (4.5/5). If you already have some knowlogy in DSP (digital signal processing) and machine learning, this course is not for you. The Edge Impulse platform is good to present the main concepts of machine learning and to explain how to apply this concepts in real world. Like LEGO Mindstorm, I will recommend this course only for beginers. 

創建者 Damião R


This course is an excellent introduction to ML as a whole (specifically DNNs and CNNs), and embedded ML in particular. It makes use of Edge Impulse to abstract away a lot of details, while still giving us hands-on experience with the key aspects of an embedded ML project : feature engineering, model training and evaluation, as well as deployment on embedded systems.

創建者 Robert B


Interesting and useful projects to try out ML on embedded systems. I suspect it would be very challenging for people with no previous experience with ML, although embedded experience isn't really needed.

The host speaks very fast so may need to go back to listen again rather frequently.

創建者 Aditya S


I did this course using phone, was really easy. Now, doing projects again using Arduino, was more engaging, ran into several installation issues, got them fixed one by one by looking at documentation, googling.

I would recommend to do this course by Arduino only for Embedded Developers.

創建者 Jon H


A really good introduction to Embedded Machine Learning! Shows the basics of machine learning and teaches how to apply it yourself with only the need of your smartphone. Totally recommended!

創建者 Ashish P


i like the way course is designed.

i tried all project explained in course without re-viewing cource material.

創建者 Gulshan J


Excellent course, This course is beginner friendly and it helped me a lot in my projects.

創建者 John C


Great course a lot of practical knowledge

創建者 Joshua O


I love the course no doubt

創建者 Szymon J


Too many errors while installing Edge Impulse toolchain, otherwise good quality.



very very bad