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Weather Forecasting
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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 <https://youtu.be/c-X1u42uK-g>`_ on YouTube.

..  youtube:: aovn_01bzwU

.. panels::
    :header: text-center
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    .. link-button:: https://github.com/flyteorg/flytelab/tree/main/projects/weather_forecasting
       :type: url
       :text: Github Repository
       :classes: btn-block stretched-link
    ^^^^^^^^^^^^
    The code can be found here.

    ---

    .. link-button:: https://blog.flyte.org/building-a-weather-forecasting-application-with-flyte-pandera-and-streamlit
       :type: url
       :text: Blog Post
       :classes: btn-block stretched-link
    ^^^^^^^^^^^^
    An article detailing the architecture design of the weather forecasting application.

.. toctree::
    :maxdepth: -1
    :caption: Contents
    :hidden:

    Github Repo <https://github.com/flyteorg/flytelab/tree/main/projects/weather_forecasting>
    Blog Post <https://blog.flyte.org/building-a-weather-forecasting-application-with-flyte-pandera-and-streamlit>