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.
This module introduces the course and covers the basic concepts of edge AI.
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4个视频8篇阅读材料4个作业
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4个视频•总计40分钟
Introduction to edge AI•4分钟
What is edge computing?•10分钟
What is machine learning (ML)?
•16分钟
What is edge AI?•11分钟
8篇阅读材料•总计40分钟
Course Overview•2分钟
Introduction to edge AI•5分钟
Lesson Introduction•1分钟
What is edge computing?•10分钟
Lesson Introduction•1分钟
What is machine learning (ML)?•10分钟
Lesson Introduction•1分钟
What is edge AI?•10分钟
4个作业•总计27分钟
Edge AI Quiz: Intro to Edge AI•2分钟
Edge AI Quiz: What is Edge Computing?•5分钟
Edge AI Quiz: What is Machine Learning?•10分钟
Edge AI Quiz: What is Edge AI?•10分钟
Architecting edge AI systems
第 2 单元•小时 后完成
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3个视频6篇阅读材料3个作业
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3个视频•总计45分钟
How to choose an edge AI device•18分钟
Edge AI Lifecycle•13分钟
What is edge MLOps•14分钟
6篇阅读材料•总计51分钟
Module Introduction•10分钟
How to choose an edge AI device•10分钟
Lesson Introduction•10分钟
Edge AI Lifecycle•10分钟
Lesson Introduction•1分钟
What is edge MLOps•10分钟
3个作业•总计20分钟
Edge AI Quiz: How to Choose an Edge AI Device•10分钟
Edge AI Quiz: Edge AI Lifecycle•5分钟
Edge AI Quiz: What is Edge MLOps?•5分钟
Edge AI in the real world
第 3 单元•小时 后完成
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3个视频6篇阅读材料3个作业1个讨论话题
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3个视频•总计13分钟
What is Edge Impulse?•8分钟
Case Study: Electricity Grid Monitoring •3分钟
Going further with edge AI•2分钟
6篇阅读材料•总计21分钟
Module Introduction•1分钟
What is Edge Impulse•10分钟
Lesson Introduction•3分钟
Lesson Introduction•1分钟
Going further with edge AI•5分钟
Going further with Edge AI!•1分钟
3个作业•总计44分钟
Edge AI Quiz: What is Edge Impulse?•3分钟
Edge AI Quiz: Izoelektro RAM-1 Case Study•1分钟
Edge AI Comprehensive Test•40分钟
1个讨论话题•总计10分钟
Can you think of any real-world applications of edge AI?•10分钟
Edge Impulse is the leading development platform for machine learning on edge devices, free for developers and trusted by enterprises. Founded in 2019 by Zach Shelby and Jan Jongboom, we are on a mission to enable developers to create the next generation of intelligent devices. We believe that machine learning can enable positive change in society, and we are dedicated to support applications for good.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.