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.
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Introduction to Embedded Machine Learning
Edge ImpulseAbout this Course
Some math (reading plots, arithmetic, and algebra) is required in the course. Recommended to have experience with embedded systems (e.g. Arduino).
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessWhat you will learn
The basics of a machine learning system
How to deploy a machine learning model to a microcontroller
How to use machine learning to make decisions and predictions in an embedded system
Skills you will gain
- Arduino
- Machine Learning
- Embedded System Design
- Microcontroller
- Computer Programming
Some math (reading plots, arithmetic, and algebra) is required in the course. Recommended to have experience with embedded systems (e.g. Arduino).
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessOffered by
Syllabus - What you will learn from this course
Introduction to Machine Learning
Introduction to Neural Networks
Audio classification and Keyword Spotting
Reviews
- 5 stars82.30%
- 4 stars15.90%
- 3 stars1.59%
- 1 star0.19%
TOP REVIEWS FROM INTRODUCTION TO EMBEDDED MACHINE LEARNING
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!
It was a good start for those who do not have prior knowledge on Machine Learning. It was a motivating course.
Awesome course for beginners. I don't know how much of my background helped make this awesome, but it is awesome.
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.
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