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Role of Machine Learning in Modern Education and Teaching

Role of Machine Learning in Modern Education and Teaching
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Author(s): Latika Kharb (Jagan Institute of Management Studies, India) and Prateek Singh (Jagan Institute of Management Studies, India)
Copyright: 2021
Pages: 25
Source title: Impact of AI Technologies on Teaching, Learning, and Research in Higher Education
Source Author(s)/Editor(s): Shivani Verma (Km. Mayawati Government Girls P.G. College, India) and Pradeep Tomar (Gautam Buddha University, India)
DOI: 10.4018/978-1-7998-4763-2.ch006

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Abstract

Computers are being utilized in field in education for many years. In last few decades, research within the field of artificial intelligence (AI) is positively affecting educational application. Advanced machine learning and deep learning techniques could be used for extracting knowledgeable information from crude information. In this chapter, the authors have analysed the impact of artificial intelligence in the education domain. The authors will discuss how with the development of machine learning techniques in last few decades, machine learning models can anticipate student performance. By learning about every student, models can identify the shortcomings. Then the authors will propose different approaches to improve student performance. Teachers can also use this model to understand student perception levels in a better way so that they can modulate their lectures according to student perception levels.

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