கல்வியில் இயந்திர கற்றல் மற்றும் செயற்கை நுண்ணறிவின் பயன்பாடுகள்

Applications of Machine Learning and Artificial Intelligence in Education

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) technologies are poised to transform the  education sector. These technologies have already enhanced industries ranging from retail to manufacturing. The coronavirus pandemic has accelerated the shift towards online classrooms. Remote teacher-student interaction, remote curriculum assessment, and AI-powered tools have become far more important for teachers and students than ever before. AI-powered intelligent tutoring systems and AI software engage with students to boost their involvement in studies, while machine learning algorithms help analyse student data. Together, these offer excellent opportunities to enhance student learning. Artificial Intelligence (AI) and Machine Learning (ML) technologies assist teachers and support various aspects of education. It highlights some of the most interesting real-world applications of Artificial Intelligence (AI) and Machine Learning (ML) and explains how they are implemented. It then describes how these technologies can enhance student learning and the effectiveness of educational systems. This research paper also discusses the significant challenges faced by educators and researchers when using these technologies in the field of education. Finally, this research paper concludes by discussing the roles that Artificial Intelligence (AI) and Machine Learning (ML) can play in the post-pandemic educational landscape, highlighting them as promising technologies and significant driving forces for the expanded application of AI and ML in education in the future.