Explore the fascinating world of meteor shower prediction using Python and Visual Studio Code in this 50-minute tutorial inspired by the Netflix Original "Over the Moon." Dive into data science techniques for forecasting celestial events, learning how to manipulate and analyze astronomical data. Set up a local environment, import necessary libraries, and work with real-world datasets to predict viewable constellations and meteor showers. Gain insights into data cleansing, datetime conversions, and creating prediction functions. Follow along as the instructor demonstrates how to determine optimal viewing dates based on moon phases and city locations. No prior coding experience is required, making this an accessible introduction to applying data science in astronomy.