Intelligent Career Guidance System using Machine Learning

Abstract: Most students throughout the world are always perplexed after completing high school and reaching the point where they must choose a job route. Students under the age of 18 lack the maturity to understand what steps must be taken to pursue a rewarding professional path. As we progress through the phases, we find that every student has questions or thoughts about what to do after 12th grade, which is the single most difficult question. Then there's the question of whether they have the necessary talents for the career path they've selected. Based on an objective test of an individual's skills, our computerized career counselling system predicts the best department for them. If a person completes the online evaluation that we have established in our system, they will automatically end up choosing an acceptable job, which will reduce the number of people who fail because they choose the wrong career path.