Factors Affecting Admission Into Post graduation Programs Among Bangladeshi Graduates

Abstract

This thesis titled “Factors Affecting Admission into Postgraduation Programs Among Bangladeshi Graduates” is used machine learning algorithms to determine whether students are interested or not the admit or completing the post-graduation degree, and also analysis the ratio and some factors that can think to do post-graduation after completing a bachelor's degree. For this project, the data is collected offline. There are four machine learning algorithms used for analysis. In this analysis, I got 93% accuracy from logistic regression algorithms. In this analysis there are 58.5% student from 600 total number are want to do public job, and 25.5% want to do private job after under graduation, and rest of 15.7% want to continue study in any foreign country. On the other hand, 53.2% student from 600 total number are want to do post-graduation, and 34% do not want to do graduation after under graduation, and rest of 12.8% are confused.