This is the notebook I used to win the modeling challenge of Season 01, Episode 05 of SLICED, a live-streamed competitive data science show hosted by Nick Wan and Meg Risdal. Contestants compete to solve a prediction problem while doing data visualization on data they've never seen before within 2 hours. Season 01 of SLICED is happening every Tuesday at 8:30 PM EST until August 17, 2021. You can watch the livestreams here and check out the replays here.