The holder of this certificate successfully completed a two-hour, hands-on workshop on building a “nearest health facility” routing mini-app with Python. Participants practiced geocoding using GeoPy, spatial data preparation using GeoPandas, requesting OSRM routes, and publishing an interactive Folium map showing route distance and time. This recognizes practical proficiency in applying geospatial methods to real-world access-to-services problems.