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# 🌎 ClimateHack.AI Workshop
# ClimateHack.AI Workshop

**Date: 8th December 2023 (Friday 5pm)**

💡 **Climate Hack.AI has been launched!** This workshop is all about helping you get started with this hackathon, providing tips and tricks to improve your model to move up the leaderboard 🙌🏼.
💡 **Climate Hack.AI has been launched!** This workshop is all about helping you get started with this hackathon, providing tips and tricks to improve your model to move up the leaderboard🙌🏼.

**Motivation**: The **National Grid ESO** currently relies on expensive and carbon-intensive **natural gas generators** to compensate for the variability of **solar PV power production**. By incorporating **satellite imagery** into near-term solar **PV forecasting models**, the ESO can improve the accuracy of these forecasts and **reduce its reliance on natural gas generators**.

We will be going over each stage of the **ML flow** from preprocessing data to choosing and training your models, so that you can develop one for **site-level PV forecasting** over the next four hours that is both accurate and performant. Your contributions could directly help **cut carbon emissions** in Great Britain by up to **100 kilotonnes** per year!! 💡

You can access our **demonstration notebook** here: 📘 [**Tutorial Workshop Notebook**](https://github.com/climatehackai/workshop-materials-2023/blob/main/workshop.ipynb)

You can access our **slides** here: 💻 [**Tutorial Workshop Slides**](https://www.canva.com/design/DAF0bofq91g/IxG-1r8F7sh_ovJeFwi3lA/edit?utm_content=DAF0bofq91g&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton)

The **recording** from this session is available here: 🎤 [**Tutorial Workshop Recording**](https://www.youtube.com/watch?v=Gb23M3zy_yE)

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