> For the complete documentation index, see [llms.txt](https://docs.predicthq.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.predicthq.com/getting-started/guides/features-api-guides.md).

# Features API Guides

- [Increase Accuracy with the Features API](https://docs.predicthq.com/getting-started/guides/features-api-guides/increase-accuracy-with-the-features-api.md)
- [Get ML Features](https://docs.predicthq.com/getting-started/guides/features-api-guides/feature-engineering-guide.md): The provided notebook demonstrates how you can get forecast-ready features for your locations at scale. To do this, we will use the Features API.
- [Demand Forecasting with Event Features](https://docs.predicthq.com/getting-started/guides/features-api-guides/demand-forecasting-data-science-guides.md): The provided notebook demonstrates how you can incorporate forecast-ready event features into your demand forecasting model.


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