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Edge AI Fundamentals
Coursera MOOC / Non-credit 0

Edge AI Fundamentals

About this course

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.

C

59/100

CourseAsk score

What the provider tells you
23/45
Who stands behind it
20/35
How complete the listing is
16/20

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What you'll learn

  • Define key edge AI terms and differentiate them from cloud‑based AI
  • Explain how model size and latency affect AI performance on edge devices
  • Identify common use cases for AI on sensors, smartphones, and embedded systems
  • Describe strategies for compressing models for low‑power hardware

Course objectives

  • Provide a high‑level overview of edge AI architectures
  • Highlight the trade‑offs between computation, energy use, and response time
  • Introduce the ecosystem of tools and platforms used for deploying AI at the edge
Artificial Intelligence #edge computing #artificial intelligence #machine learning #data processing #ai applications #edge ai #intelligent systems #technology trends #ai concepts #ai vocabulary #ai inference #model compression #latency #power efficiency #iot #embedded systems #on‑device machine learning #sensor data processing #real‑time AI #hardware constraints
$49.00

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