This was a final project for the Statistical Machine Learning class (DSCI 445) at CSU. We used data from this AIcrowd challenge to predict whether a listener will skip a given song based on their listening history. We presented our findings as a group in a presentation to the class and a research paper. I presented my part of the work in a Math Department Poster Session poster which is shown here.