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.
Edge AI Fundamentals
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Edge AI Fundamentals
This course is part of Edge AI for Microcontrollers Specialization
Instructors: Shawn Hymel
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Beginner level
Recommended experience
5 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Understand the basic concepts of edge computing, machine learning & edge AI
Dive deeper into the architecture of edge AI systems, understanding how to choose hardware, the lifecycle of edge AI projects and how to set up MLOps
Explore how Edge Impulse can speed up edge AI development in the real world
Skills you'll gain
- Machine Learning
- Machine Learning Methods
- Artificial Intelligence
- MLOps (Machine Learning Operations)
- AI literacy
- Product Engineering
- Anomaly Detection
- Internet Of Things
- Convolutional Neural Networks
- Data Science
- Cloud Computing
- Artificial Intelligence and Machine Learning (AI/ML)
- Embedded Systems
- Industrial Engineering
- Product Development
Details to know
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Recently updated!
March 2026
Assessments
10 assignments
Taught in English
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This course is part of the Edge AI for Microcontrollers Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
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There are 3 modules in this course
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