Image & Vision · GitHub ·1,411 ★

edgeai-for-beginners

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

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Details

Author
microsoft
Category
Image & Vision
Platform
GitHub
Framework
custom
Language
jupyter notebook
Stars
1,411
First indexed
2026-05-15
Last active
2026-04-07
Directory sync
2026-05-15
@microsoft@openatmicrosoftopensource.microsoft.comDiscord

Overview

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

Quick start

git

git clone https://github.com/microsoft/edgeai-for-beginners

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What edgeai-for-beginners can do

inferencedesignhr
  • Inference — inference task automation.
  • Design — design task automation.
  • Hr — Handles people operations such as hiring and policy Q&A.

Frequently asked questions

What is edgeai-for-beginners?
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.
How do I install edgeai-for-beginners?
Use git: `git clone https://github.com/microsoft/edgeai-for-beginners`. Full setup details on the source page linked above.
Is edgeai-for-beginners open source?
edgeai-for-beginners is published on GitHub.
What are alternatives to edgeai-for-beginners?
Comparable agents include lobehub, stable-baselines3, ui. Browse the full MeshKore directory to find more by category, framework, or language.

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