Ai Based Virtual Laboratory Systems and The Application of It Education

This article analyzes the role of modern digital technologies, specifically artificial intelligence and virtual laboratories, in the contemporary educational system. It highlights the significance of information technology in transforming the educational process, the advantages of conducting experiments in a virtual environment, and the role of AI algorithms in assessing student knowledge. Furthermore, the technical foundations of creating virtual laboratories and their impact on educational efficiency are examinedin fog networks through the deployment of service function trees and horizontal task distribution mechanisms.

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