Machine Learning Approach to Predict Sgpa and Cgpa

Abstract

Prediction of the SGPA & CGPA is a helpful thing to the university students. From this project students can easily get the prediction about their final result. So, the students will able to prepare them for a good result. Students passes time by doing many other activities. Student use Facebook, Instagram, Twitter etc. social media. They play mobile games, listen music and do some other activities. So, they passed many times with these activities. So, if a student passes his/her time with doing all those activities much, she will not to be able to make a good result. So, from our project students can get a routine or rule about study and their other activities. Also, there will be a predict result for students by their activities. Today, we can see the use of machine learning with Python everywhere. Following this, we built here a smart SGPA & CGPA prediction project and which are the effects on students. We use here Naïve Byes algorithm for prediction the results. Naïve Byes is a simple algorithm but most powerful algorithm for prediction. It’s also a machine learning algorithm. So, Students will get a prediction of their final exam result. They, can prepare them to make a good result by following the routine of our SGPA & CGPA prediction project.