Stack Exchange is a popular question and article based website where users can post and answer questions. Each question has a short title, followed by a longer description of the problem. The goal of this post is to come up with a machine learning algorithm that can predict the tags on a question given the content of the post. I also try to make the predictions work across the subjects, so that the algorithm can be trained on a cooking dataset, yet offer predictions for the physics dataset.