Prolific Career Path: ML-based Career Guidance

Abstract

Abstract: The system titled “Prolific Career Path: ML-based Career Guidance” presents a detailed career path for the students who confused about their career. Most of the students across the globe are always in confusion after they complete higher secondary and therefore, the stage where they need to settle on an appropriate career path. The students don't have adequate maturity to accurately understand what a private has to follow to decide on a congenial career path. The system aims to Introducing the Career Guidance System enables students to choose the career path best suited to their personality, interests, and skills without much efforts The system providing MCQ based tests for secondary students as well as for higher secondary students according to their previous field. So in our system we have used an logistic regression for predicting the best career field for students according to their interests.