Machine learning is a subfield of computer science that evolved from the study of pattern recognition and computational learning theory in artificial intelligence. The focus of this paper is based on the student’s result, which is a data science work and applying the concept of machine learning. Nowadays at the end of every year or semester in the schools or colleges, the teachers have to find out all the students in their classes who are eligible for writing exams. Every time they have to analyze a lot of data and find who is eligible and who is not. To overcome this difficulty, this work proposed on students result prediction model in the form of web service and applying machine learning concept, find the possibility of students about their overall performance so that they can predict the eligible students for writing the exams.