Showing all posts tagged with "Model Deployment"

Why Edge AI Became the Breakout Trend of 2024

By gd • December 10, 2024 • Machine Learning Strategy • 42 views

In 2024, Edge AI matured from hype to necessity. Advances in model compression, specialized hardware, and privacy regulations converged to make on-device intelligence not just possible but practical. This article explores how companies integrated edge-based learning into their workflows to improve latency, reduce costs, and strengthen data governance.

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AI Infrastructure Edge AI Model Deployment On-Device Learning
In 2024, Edge AI matured from hype to necessity. Advances in model compression, specialized hardware, and privacy regulations converged to make on-device intelligence not just possible but practical. This article explores how companies integrated edge-based learning into their workflows to improve latency, reduce costs, and strengthen data governance.