Choosing right career path is most critical task for a student who is in his or her terminal education. Most of the students in India choose their career based on suggestions from peers/ relatives or influenced by media and internet without knowing their own potential and passion they blindly follow the trends. Due to lack of proper guidance a good number of employees are not happy with their job profile. In India it is not possible for educational institutions to guide every student properly about their career because student teacher ratio is not up to the mark. This problem can be solved with the help of Artificial Intelligence. In this article we are implementing a Machine Learning based Recommendation System that will help students to choose their career among business and higher study, depending upon eight parameters. We have employed python to implement our recommender system using Decision Tree and Random Forest algorithms.

Education, Artificial Intelligence, Machine Learning, Recommendation System Decision Tree, Random Forest algorithms