# Weather Forecasting

```{image} https://img.shields.io/badge/Blog-Weather%20Forecasting-blue?style=for-the-badge
:target: https://blog.flyte.org/building-a-weather-forecasting-application-with-flyte-pandera-and-streamlit
:alt: Weather Forecasting Blog Post
```

```{image} https://img.shields.io/badge/Repo-Weather%20Forecasting-blue?style=for-the-badge
:target: https://github.com/flyteorg/flytelab/tree/main/projects/weather_forecasting
:alt: Weather Forecasting Repo
```

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](https://youtu.be/c-X1u42uK-g) on YouTube.

```{youtube} aovn_01bzwU
```