Unveiling the Future: Machine Learning Algorithms in Educational Predictive Modeling

Abstract

Education is an inherent entitlement of every individual. It refers to the process of acquiring knowledge about the items in our surroundings. It facilitates comprehension and resolution of any issue, while promoting equilibrium in all aspects of life. The field of education has seen significant transformations at all levels in the previous two decades. Several changes have occurred as a result of the growing number of technological breakthroughs in both teaching methods and student learning approaches. The emergence of artificial intelligence and machine learning has been a significant milestone in the progression of technology. These two advanced technologies have impacted every aspect of human existence, including commerce, finance, communication, travel, health, and education. Indeed, it is certain that teachers and educators are indispensable. However, technology will inevitably bring about many alterations to the role of a teacher and to the most effective methods of instruction. This review focuses on the overarching topic of machine learning in the field of education.