人工智能视域下机器学习的教育应用与创新探索

Educational Application and Innovative Exploration of Machine Learning Under the Perspective of Artificial Intelligence

随着信息技术的迅猛发展和智能化进程的推进,人工智能已经成为教育领域的热门话题。其中,机器学习作为人工智能(Artificial Intelligence,AI)的重要分支,使计算机从大量数据中进行学习并改进算法,实现了在没有明确编程指令的情况下自主学习和推断的能力。机器学习在教育领域具有广阔的应用前景,可以为学生提供个性化的学习支持,帮助教师优化教学过程,提升教学质量。旨在为教育领域的专业人士提供对机器学习在教育中应用与创新的深入理解和参考。

With the rapid development of information technology and the advancement of intelligent process,Artificial Intelligence(AI)has become a hot topic in the field of education.Among them,machine learning,as one of the important branches of artificial intelligence,enables the computer to learn and improve its own algorithms by allowing it to learn and infer without clear programming instructions.Machine learning has broad application prospects in the field of education,which can provide personalized learning support for students,help teachers to optimize the teaching process and improve the teaching quality.This paper aims to provide professionals in the education field with an in-depth understanding and reference to the application and innovation of machine learning in education.