# 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](https://app.gitbook.com/s/kEFs8urDbSJqBmXUI3Lv/beam) and [Features API](https://app.gitbook.com/s/kEFs8urDbSJqBmXUI3Lv/features), it is self-contained and can be run independently. Check out the following guides for more information:

* [beam-guides](https://docs.predicthq.com/getting-started/guides/beam-guides "mention")
* [feature-engineering-guide](https://docs.predicthq.com/getting-started/guides/features-api-guides/feature-engineering-guide "mention")