Course: Edge AI Fundamentals

Welcome to the Edge AI Fundamentals course! The is a high-level, introductory course to help you become familiar with the concepts and vocabulary around edge AI. There are no hands-on exercises or programming required. If you would like to dive into code and hardware, check out our Introduction to Embedded Machine Learning course on Coursera.

The course is broken into 10 sections. At the end of each section, you are encouraged to take a quiz to test your knowledge. Once you complete all sections, you can take a comprehensive test and earn a free digital certificate.

Course sections:

1. Introduction to edge AI

2. What is edge computing?

3. What is machine learning (ML)?

4. What is edge AI?

5. How to choose an edge AI device

6. Edge AI lifecycle

7. What is edge MLOps?

8. What is Edge Impulse?

9. Case study: Izoelektro smart grid monitoring

10. Test and certification