Meher, Kunal2025-05-202025-05-2020241660-6795https://atlasuniversitylibraryir.in/handle/123456789/755uGDXPlacements is of endless importance for university students and educational institutions. It helps students build a solid foundation for their future careers and ensure a good enrollment record that gives them a good advantage in school or university. Machine learning is an analytical method that establishes analysis patterns. This article describes the features of the machine that can predict whether a student will see or not, as currently it only depends on the student's qualification, age and experience. The predictor uses three machine learning algorithms: Decision Tree, Naive Bayes, and Random Forest are used. The algorithms are then assessed according to the accuracy of the predictions.enRandom forestnaive Bayesdecision treesmachine learningclassificationmodel estimationand data analysisArticle