<b>ABSTRACT</b><br>Artificial intelligence has enabled the development of more
sophisticated and more efficient student models which represent and
detect a broader range of student behavior than was previously possible.
In this research, the implementation of a user-friendly software tool
for predicting the students’ performance in course which is based on a
neural network classifier will be made. This tool has a simple interface
and can be used by an educator for classifying students and
distinguishing students with low achievements or weak students who are
likely to have low achievements. The observed poor quality of graduates
of students of this institution in recent times has been partly traced
to inadequacies of some or most of the lecturer in the University which
goes down to ability to handle the students. In this study an Artificial
Neural Network (ANN) model, for predicting the likely performance of
student will be developed and tested. The system will be developed and
trained using data spanning five generations of graduates from one of
the department in the school. The use of artificial intelligence has
enabled the development of more sophisticated and more efficient student
models which represent and detect a broader range of student behaviour
than was previously possible.<br>
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