Learn how to build an online weather forecasting system that updates a model daily and displays hourly forecasts on a web UI, using Pandera and Streamlit.
The video below briefly shows how the Weather Forecasting app is made, a few launch plans, and a Streamlit demo. Find the complete video, Case Study: Building a Weather Forecasting App Using Flyte and Streamlit on YouTube.
The code can be found here.
An article detailing the architecture design of the weather forecasting application.