Abstract
Abstract: Making the right career decision is very importance for everyone. This paper aims to build a model that can help students to pick right colleges based on their profiles. For approximate prediction we plane build machine learning model in order to provide expected results. The datasets contain details about student (like Entrance Exam Score, 10th score, 12th score, cast etc.) and college (college Name, previous two-year cut-off etc.), for this various algorithm have been used i.e., Ensemble Machine learning, Linear Regression, Neural Network, Random Forest Decision Tree and Data Mining Technique for gathering the relevance data. This will assist student to know in advance if they get a chance to get recognized.
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