Machine learning is a sub-field of computer science refers to a system's ability to
automatically learn from experience and predict new things using the learned knowledge …

Machine Learning Techniques find a myriad of applications in different fields. One such
application is the use of these techniques in education. The research in the educational field …

Providing quality education to students is the main objective of higher education institutions.
The need of identifying students with weak performances has been a rising problem and …

Predicting students' academic performance is of great concern for both students and
educational institutions. Drawing on the prediction of learning outcome, lecturers and …

Data science and machine learning, over the years have proven very well-organized and
significant in many sectors including education. Machine learning is an aspect of artificial …

Student's performance is a major problem for the society. Rapid growth of technologies and
the application of differentmachine learning methodsin present years, the development of …

Educational data mining indicates an area of research in which the data mining, machine
learning, and statistics are applied to predict information from academic environment …

The machine learning algorithms can be applied to educational domains for the prediction of
results, analysis of weak students, to analyse other features in data apart from grades …

It is necessary, in education to identify the students who are facing problems in studies so
that preventive actions can be taken to improve the students' performance. Early prediction …

Data mining is used in academic institutions to predict the performance of students using
classification techniques. These techniques are applied on students' features in order to find …