# Demand Forecasting with Event Features

See the [notebook on GitHub](https://github.com/predicthq/phq-data-science-docs/blob/master/demand-forecasting-with-events/demand-forecasting-with-event-features.ipynb).

While this notebook uses inputs from the [Beam API](/api/beam/overview.md) and [Features API](/api/features/get-features.md), it is self-contained and can be run independently. Check out the following guides for more information:

* [Beam Guides](/getting-started/guides/beam-guides.md)
* [Get ML Features](/getting-started/guides/features-api-guides/feature-engineering-guide.md)


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