This code contains the necessary EDA and Machine Learning done up by our team that enabled us to come up with a program for prospective University students to have a list of courses that would best suit their preferences (either salary- or passion-based).
Note: Unfortunately, as our dataset is taken off the government site, data.gov.sg, we were unable to read_html directly off the website. You can simply download the dataset titled "graduate-employment-survey.csv" in the files above. Alternatively, you can download the dataset here at https://data.gov.sg/dataset/graduate-employment-survey-ntu-nus-sit-smu-suss-sutd. Thank yoU!